In [1]:
from IPython.core.interactiveshell import InteractiveShell
InteractiveShell.ast_node_interactivity = "all"
In [2]:
#Importing the libraries needed for entire project
import pandas as pd
import numpy as np
import missingno as msno
import matplotlib.pyplot as plt 
import seaborn as sns
from collections import Counter
import sklearn
import mglearn
import warnings 
import calendar
warnings.filterwarnings("ignore")
from sklearn.metrics import confusion_matrix, accuracy_score, classification_report, recall_score, precision_score, f1_score
from sklearn.model_selection import train_test_split
from sklearn.neighbors import KNeighborsClassifier
from sklearn.linear_model import LinearRegression
from sklearn import metrics 
import pycats
from sklearn.metrics import roc_auc_score, roc_curve
import statsmodels.api as sm
import itertools
sns.set()
from sklearn.tree import DecisionTreeClassifier

%matplotlib inline
/Users/m.phetteplace/anaconda3/lib/python3.7/site-packages/sklearn/externals/six.py:31: DeprecationWarning: The module is deprecated in version 0.21 and will be removed in version 0.23 since we've dropped support for Python 2.7. Please rely on the official version of six (https://pypi.org/project/six/).
  "(https://pypi.org/project/six/).", DeprecationWarning)
/Users/m.phetteplace/anaconda3/lib/python3.7/site-packages/sklearn/externals/joblib/__init__.py:15: DeprecationWarning: sklearn.externals.joblib is deprecated in 0.21 and will be removed in 0.23. Please import this functionality directly from joblib, which can be installed with: pip install joblib. If this warning is raised when loading pickled models, you may need to re-serialize those models with scikit-learn 0.21+.
  warnings.warn(msg, category=DeprecationWarning)
In [3]:
crimes = pd.read_csv ('final_crimes.csv')
In [4]:
# referenced Dr. Yingjie Zhang code

Decision trees - Predict Primary Type

In [5]:
crimes['Type_factor'].unique()
Out[5]:
array([ 0,  1,  2,  3,  4,  5,  6,  7,  8,  9, 10, 11, 12, 13, 14, 15, 16,
       17, 18, 19, 20, 21, 22, 23])
In [6]:
crimes['Location Description'] = pd.factorize(crimes['Location Description'])[0] 
In [7]:
#model 1

target_pt = 'Type_factor'
features_pt = ['X Coordinate','Y Coordinate', 'Hour','Month','Arrest', 'Community Area', 'Location Description']

#Split dataset to Training Set & Test Set
X, y = train_test_split(crimes, 
                        test_size = 0.3, 
                        train_size = 0.7, 
                        random_state= 0)

X_train_pt = X[features_pt]
y_train_pt = X[target_pt]
X_test_pt = y[features_pt]
y_test_pt = y[target_pt]

print('Feature Set Used    : ', features_pt)
print('Target Class        : ', target_pt)
print('Training Set Size   : ', X.shape)
print('Test Set Size       : ', y.shape)

tree1_pt = DecisionTreeClassifier(class_weight=None,
                               criterion='gini',
                               max_depth=None,
                               min_samples_leaf=50,
                               max_leaf_nodes=None,
                               splitter='best',
                               random_state=0)
tree1_pt.fit(X_train_pt, y_train_pt)

print("Accuracy on training set: {:.3f}".format(tree1_pt.score(X_train_pt, y_train_pt)))
print("Accuracy on test set: {:.3f}".format(tree1_pt.score(X_test_pt, y_test_pt)))

# Can accuracy be better? Maybe take out variables
Feature Set Used    :  ['X Coordinate', 'Y Coordinate', 'Hour', 'Month', 'Arrest', 'Community Area', 'Location Description']
Target Class        :  Type_factor
Training Set Size   :  (5001653, 26)
Test Set Size       :  (2143566, 26)
Out[7]:
DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None,
                       max_features=None, max_leaf_nodes=None,
                       min_impurity_decrease=0.0, min_impurity_split=None,
                       min_samples_leaf=50, min_samples_split=2,
                       min_weight_fraction_leaf=0.0, presort=False,
                       random_state=0, splitter='best')
Accuracy on training set: 0.520
Accuracy on test set: 0.488
In [7]:
#model 2

target_pt = 'Primary Type'
features_pt = ['X Coordinate','Y Coordinate', 'Hour','Month', 'Community Area', 'Location Description']

X, y = train_test_split(crimes, 
                        test_size = 0.3, 
                        train_size = 0.7, 
                        random_state= 0)

X_train_pt = X[features_pt]
y_train_pt = X[target_pt]
X_test_pt = y[features_pt]
y_test_pt = y[target_pt]

print('Feature Set Used    : ', features_pt)
print('Target Class        : ', target_pt)
print('Training Set Size   : ', X.shape)
print('Test Set Size       : ', y.shape)

tree2_pt = DecisionTreeClassifier(class_weight=None,
                               criterion='gini',
                               max_depth=None,
                               min_samples_leaf=50,
                               max_leaf_nodes=None,
                               splitter='best',
                               random_state=0)
tree2_pt.fit(X_train_pt, y_train_pt)

print("Accuracy on training set: {:.3f}".format(tree2_pt.score(X_train_pt, y_train_pt)))
print("Accuracy on test set: {:.3f}".format(tree2_pt.score(X_test_pt, y_test_pt)))

#Worse accuracy - do feature test
Feature Set Used    :  ['X Coordinate', 'Y Coordinate', 'Hour', 'Month', 'Community Area', 'Location Description']
Target Class        :  Primary Type
Training Set Size   :  (5001653, 24)
Test Set Size       :  (2143566, 24)
Out[7]:
DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None,
                       max_features=None, max_leaf_nodes=None,
                       min_impurity_decrease=0.0, min_impurity_split=None,
                       min_samples_leaf=50, min_samples_split=2,
                       min_weight_fraction_leaf=0.0, presort=False,
                       random_state=0, splitter='best')
Accuracy on training set: 0.393
Accuracy on test set: 0.348
In [8]:
#many variables to test importance

target_pt = 'Type_factor'
features_pt = ['X Coordinate','Y Coordinate', 'Year', 'Hour','Month', 'Arrest','Ward',
            'District','Beat','Domestic','Community Area', 'Location Description']

tree_many_pt= DecisionTreeClassifier()

#Split dataset to Training Set & Test Set
X, y = train_test_split(crimes, 
                        test_size = 0.3, 
                        train_size = 0.7, 
                        random_state= 0)

X_train_pt = X[features_pt]
y_train_pt = X[target_pt]
X_test_pt = y[features_pt]
y_test_pt = y[target_pt]

tree_many_pt = DecisionTreeClassifier()
tree_many_pt.fit(X_train_pt, y_train_pt)
tree_many_pt.feature_importances_
Out[8]:
DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None,
                       max_features=None, max_leaf_nodes=None,
                       min_impurity_decrease=0.0, min_impurity_split=None,
                       min_samples_leaf=1, min_samples_split=2,
                       min_weight_fraction_leaf=0.0, presort=False,
                       random_state=None, splitter='best')
Out[8]:
array([0.20874828, 0.2063204 , 0.10443228, 0.0909582 , 0.12062519,
       0.06991431, 0.02018101, 0.00500312, 0.04305129, 0.06392437,
       0.0170743 , 0.04976725])
In [9]:
#tree after running feature test

target_pt = 'Type_factor'
features_pt = ['X Coordinate','Y Coordinate', 'Year', 'Hour','Month',
            'Arrest','Ward','Beat','Domestic', 'Community Area', 'Location Description']

X, y = train_test_split(crimes, 
                        test_size = 0.3, 
                        train_size = 0.7, 
                        random_state= 0)

X_train_pt = X[features_pt]
y_train_pt = X[target_pt]
X_test_pt = y[features_pt]
y_test_pt = y[target_pt]

print('Feature Set Used    : ', features_pt)
print('Target Class        : ', target_pt)
print('Training Set Size   : ', X.shape)
print('Test Set Size       : ', y.shape)

tree_final_pt = DecisionTreeClassifier(class_weight=None,
                               criterion='gini',
                               max_depth=100,
                               min_samples_leaf=50,
                               max_leaf_nodes=None,
                               splitter='best',
                               random_state=0)
tree_final_pt.fit(X_train_pt, y_train_pt)

print("Accuracy on training set: {:.3f}".format(tree_final_pt.score(X_train_pt, y_train_pt)))
print("Accuracy on test set: {:.3f}".format(tree_final_pt.score(X_test_pt, y_test_pt)))

# best accurancy that I could find.
# Ran before collapsing primary time and location description.  MUCH BETTER using collaped variables
Feature Set Used    :  ['X Coordinate', 'Y Coordinate', 'Year', 'Hour', 'Month', 'Arrest', 'Ward', 'Beat', 'Domestic', 'Community Area', 'Location Description']
Target Class        :  Type_factor
Training Set Size   :  (5001653, 26)
Test Set Size       :  (2143566, 26)
Out[9]:
DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=100,
                       max_features=None, max_leaf_nodes=None,
                       min_impurity_decrease=0.0, min_impurity_split=None,
                       min_samples_leaf=50, min_samples_split=2,
                       min_weight_fraction_leaf=0.0, presort=False,
                       random_state=0, splitter='best')
Accuracy on training set: 0.563
Accuracy on test set: 0.537

Plot decision tree_final

In [10]:
# Referenced to plot tree - https://medium.com/@rnbrown/creating-and-visualizing-decision-trees-with-python-f8e8fa394176
In [11]:
from sklearn.tree import export_graphviz
print(features_pt)
export_graphviz(
    tree_final_pt,
    feature_names=features_pt,
    out_file="tree_pt.dot",
    max_depth=10
)
['X Coordinate', 'Y Coordinate', 'Year', 'Hour', 'Month', 'Arrest', 'Ward', 'Beat', 'Domestic', 'Community Area', 'Location Description']
In [12]:
import graphviz
from IPython.display import display
with open("tree_pt.dot") as f:
    dot_graph = f.read()
display(graphviz.Source(dot_graph))
Tree 0 Arrest <= 0.5 gini = 0.808 samples = 5001653 value = [308857, 1755378, 35394, 31803, 172897, 584592, 145516 5782, 908786, 8066, 303161, 556766, 38312, 10591, 12193 4448, 49325, 53842, 2909, 10626, 2293, 12, 88, 16] 1 Domestic <= 0.5 gini = 0.735 samples = 3588931 value = [256595, 1578710, 26745, 25107, 141221, 543689, 39612 2932, 699572, 7034, 231021, 4417, 12607, 958, 100 3957, 9804, 289, 2402, 119, 1936, 11, 79, 14] 0->1 True 108954 Domestic <= 0.5 gini = 0.796 samples = 1412722 value = [52262, 176668, 8649, 6696, 31676, 40903, 105904, 2850 209214, 1032, 72140, 552349, 25705, 9633, 12093, 491 39521, 53553, 507, 10507, 357, 1, 9, 2] 0->108954 False 2 Location Description <= 5.5 gini = 0.691 samples = 3072621 value = [177631, 1552504, 24154, 11533, 139311, 507356, 36872 2913, 400816, 6801, 179469, 4410, 11272, 953, 100 3019, 9783, 289, 2054, 119, 1163, 8, 78, 13] 1->2 93239 Location Description <= 0.5 gini = 0.624 samples = 516310 value = [78964, 26206, 2591, 13574, 1910, 36333, 2740, 19 298756, 233, 51552, 7, 1335, 5, 0, 938, 21, 0, 348 0, 773, 3, 1, 1] 1->93239 3 Location Description <= 2.5 gini = 0.676 samples = 2634707 value = [171071, 1376306, 18849, 10699, 133926, 469714, 33147 2221, 262468, 4147, 129700, 2604, 7984, 710, 39, 1978 6046, 243, 1690, 81, 999, 5, 68, 12] 2->3 79980 Location Description <= 8.5 gini = 0.717 samples = 437914 value = [6560, 176198, 5305, 834, 5385, 37642, 3725, 692 138348, 2654, 49769, 1806, 3288, 243, 61, 1041, 3737 46, 364, 38, 164, 3, 10, 1] 2->79980 4 Location Description <= 1.5 gini = 0.725 samples = 1552778 value = [145003, 730313, 16478, 10158, 113871, 249789, 28515, 629 159072, 3597, 80744, 1081, 6064, 371, 26, 737, 4206 42, 1289, 58, 665, 3, 57, 10] 3->4 47015 Location Description <= 3.5 gini = 0.59 samples = 1081929 value = [26068, 645993, 2371, 541, 20055, 219925, 4632, 1592 103396, 550, 48956, 1523, 1920, 339, 13, 1241, 1840 201, 401, 23, 334, 2, 11, 2] 3->47015 5 Hour <= 17.5 gini = 0.74 samples = 988541 value = [118219, 438047, 11739, 8904, 54958, 184209, 17811, 344 93305, 2793, 49422, 506, 3058, 144, 6, 518, 3261, 6 801, 4, 455, 1, 22, 8] 4->5 30018 X Coordinate <= 1104775.5 gini = 0.688 samples = 564237 value = [26784, 292266, 4739, 1254, 58913, 65580, 10704, 285 65767, 804, 31322, 575, 3006, 227, 20, 219, 945, 36 488, 54, 210, 2, 35, 2] 4->30018 6 Hour <= 5.5 gini = 0.723 samples = 722091 value = [84194, 339293, 8484, 6528, 49526, 120979, 12795, 225 60644, 2080, 31990, 284, 2046, 98, 2, 360, 1637, 1 558, 1, 339, 0, 22, 5] 5->6 21911 Beat <= 1173.0 gini = 0.77 samples = 266450 value = [34025, 98754, 3255, 2376, 5432, 63230, 5016, 119 32661, 713, 17432, 222, 1012, 46, 4, 158, 1624, 5 243, 3, 116, 1, 0, 3] 5->21911 7 Hour <= 0.5 gini = 0.78 samples = 168126 value = [19155, 61158, 4206, 2078, 10996, 38491, 2833, 104 20886, 1309, 5756, 26, 576, 15, 0, 42, 339, 0, 86 1, 67, 0, 1, 1] 6->7 5086 Hour <= 12.5 gini = 0.699 samples = 553965 value = [65039, 278135, 4278, 4450, 38530, 82488, 9962, 121 39758, 771, 26234, 258, 1470, 83, 2, 318, 1298, 1 472, 0, 272, 0, 21, 4] 6->5086 8 Location Description <= 0.5 gini = 0.767 samples = 72798 value = [9350, 29070, 1558, 1684, 9675, 13325, 751, 29, 4912 233, 1775, 7, 178, 5, 0, 9, 168, 0, 32, 1, 35 0, 1, 0] 7->8 2213 Location Description <= 0.5 gini = 0.775 samples = 95328 value = [9805, 32088, 2648, 394, 1321, 25166, 2082, 75, 15974 1076, 3981, 19, 398, 10, 0, 33, 171, 0, 54, 0 32, 0, 0, 1] 7->2213 9 Year <= 2013.5 gini = 0.755 samples = 57411 value = [7622, 23589, 1085, 1447, 8243, 10599, 535, 23, 2716 194, 1053, 6, 127, 1, 0, 7, 110, 0, 26, 1, 26 0, 1, 0] 8->9 1740 Ward <= 39.5 gini = 0.796 samples = 15387 value = [1728, 5481, 473, 237, 1432, 2726, 216, 6, 2196, 39 722, 1, 51, 4, 0, 2, 58, 0, 6, 0, 9, 0, 0, 0] 8->1740 10 Ward <= 39.5 gini = 0.749 samples = 52908 value = [7288, 22207, 946, 1260, 7032, 9805, 487, 18, 2471 169, 950, 6, 120, 1, 0, 4, 96, 0, 24, 1, 23, 0 0, 0] 9->10 1603 Community Area <= 69.5 gini = 0.791 samples = 4503 value = [334, 1382, 139, 187, 1211, 794, 48, 5, 245, 25 103, 0, 7, 0, 0, 3, 14, 0, 2, 0, 3, 0, 1, 0] 9->1603 11 (...) 10->11 1342 (...) 10->1342 1604 (...) 1603->1604 1723 (...) 1603->1723 1741 Year <= 2013.5 gini = 0.799 samples = 12477 value = [1317, 4298, 403, 214, 957, 2410, 163, 5, 1919, 37 643, 1, 38, 4, 0, 2, 54, 0, 5, 0, 7, 0, 0, 0] 1740->1741 2124 X Coordinate <= 1168513.0 gini = 0.766 samples = 2910 value = [411, 1183, 70, 23, 475, 316, 53, 1, 277, 2, 79 0, 13, 0, 0, 0, 4, 0, 1, 0, 2, 0, 0, 0] 1740->2124 1742 (...) 1741->1742 2079 (...) 1741->2079 2125 (...) 2124->2125 2182 (...) 2124->2182 2214 Hour <= 4.5 gini = 0.768 samples = 64149 value = [7446, 22376, 1457, 257, 1007, 17767, 1445, 53, 8531 892, 2405, 14, 274, 6, 0, 25, 128, 0, 43, 0, 23 0, 0, 0] 2213->2214 4145 Hour <= 4.5 gini = 0.779 samples = 31179 value = [2359, 9712, 1191, 137, 314, 7399, 637, 22, 7443, 184 1576, 5, 124, 4, 0, 8, 43, 0, 11, 0, 9, 0, 0 1] 2213->4145 2215 Year <= 2008.5 gini = 0.774 samples = 54671 value = [6579, 18110, 1234, 213, 857, 15438, 1229, 46, 7644 754, 2114, 12, 244, 6, 0, 22, 119, 0, 35, 0, 15 0, 0, 0] 2214->2215 3860 Year <= 2009.5 gini = 0.717 samples = 9478 value = [867, 4266, 223, 44, 150, 2329, 216, 7, 887, 138 291, 2, 30, 0, 0, 3, 9, 0, 8, 0, 8, 0, 0, 0] 2214->3860 2216 (...) 2215->2216 3147 (...) 2215->3147 3861 (...) 3860->3861 4048 (...) 3860->4048 4146 Year <= 2008.5 gini = 0.785 samples = 26113 value = [2088, 7348, 1028, 115, 259, 6463, 531, 21, 6543, 155 1381, 5, 109, 4, 0, 7, 37, 0, 10, 0, 9, 0, 0 0] 4145->4146 4935 Year <= 2009.5 gini = 0.711 samples = 5066 value = [271, 2364, 163, 22, 55, 936, 106, 1, 900, 29, 195 0, 15, 0, 0, 1, 6, 0, 1, 0, 0, 0, 0, 1] 4145->4935 4147 (...) 4146->4147 4572 (...) 4146->4572 4936 (...) 4935->4936 5027 (...) 4935->5027 5087 Hour <= 8.5 gini = 0.673 samples = 321921 value = [37425, 171453, 2091, 2265, 26577, 43420, 5349, 66 18752, 452, 12017, 127, 726, 47, 1, 143, 625, 1 218, 0, 148, 0, 17, 1] 5086->5087 14844 Year <= 2008.5 gini = 0.731 samples = 232044 value = [27614, 106682, 2187, 2185, 11953, 39068, 4613, 55 21006, 319, 14217, 131, 744, 36, 1, 175, 673, 0 254, 0, 124, 0, 4, 3] 5086->14844 5088 Location Description <= 0.5 gini = 0.613 samples = 100133 value = [9626, 59138, 781, 684, 3922, 15371, 1504, 26, 5442 225, 2863, 19, 201, 7, 0, 28, 182, 0, 54, 0, 54 0, 6, 0] 5087->5088 8117 Year <= 2013.5 gini = 0.696 samples = 221788 value = [27799, 112315, 1310, 1581, 22655, 28049, 3845, 40 13310, 227, 9154, 108, 525, 40, 1, 115, 443, 1 164, 0, 94, 0, 11, 1] 5087->8117 5089 X Coordinate <= 1175085.5 gini = 0.642 samples = 67623 value = [7554, 37700, 474, 536, 3076, 11611, 1035, 17, 3148 190, 1898, 12, 147, 3, 0, 21, 117, 0, 39, 0, 41 0, 4, 0] 5088->5089 7132 Community Area <= 24.5 gini = 0.541 samples = 32510 value = [2072, 21438, 307, 148, 846, 3760, 469, 9, 2294, 35 965, 7, 54, 4, 0, 7, 65, 0, 15, 0, 13, 0, 2 0] 5088->7132 5090 (...) 5089->5090 6607 (...) 5089->6607 7133 (...) 7132->7133 7490 (...) 7132->7490 8118 Year <= 2008.5 gini = 0.686 samples = 195085 value = [24868, 100962, 1142, 1361, 16958, 24866, 3390, 33 11972, 197, 8016, 102, 477, 32, 1, 104, 372, 1 147, 0, 84, 0, 0, 0] 8117->8118 14023 Location Description <= 0.5 gini = 0.743 samples = 26703 value = [2931, 11353, 168, 220, 5697, 3183, 455, 7, 1338, 30 1138, 6, 48, 8, 0, 11, 71, 0, 17, 0, 10, 0, 11 1] 8117->14023 8119 (...) 8118->8119 11474 (...) 8118->11474 14024 (...) 14023->14024 14593 (...) 14023->14593 14845 Community Area <= 24.5 gini = 0.75 samples = 120535 value = [15889, 51640, 1233, 1162, 4908, 21369, 2546, 18, 12487 190, 7950, 41, 452, 26, 1, 124, 307, 0, 143, 0 49, 0, 0, 0] 14844->14845 18496 Year <= 2013.5 gini = 0.707 samples = 111509 value = [11725, 55042, 954, 1023, 7045, 17699, 2067, 37, 8519 129, 6267, 90, 292, 10, 0, 51, 366, 0, 111, 0 75, 0, 4, 3] 14844->18496 14846 Y Coordinate <= 1927946.0 gini = 0.715 samples = 33901 value = [5064, 16291, 279, 296, 1805, 4801, 756, 6, 2531, 38 1729, 6, 133, 16, 0, 31, 57, 0, 45, 0, 17, 0 0, 0] 14845->14846 15869 Location Description <= 0.5 gini = 0.761 samples = 86634 value = [10825, 35349, 954, 866, 3103, 16568, 1790, 12, 9956 152, 6221, 35, 319, 10, 1, 93, 250, 0, 98, 0, 32 0, 0, 0] 14845->15869 14847 (...) 14846->14847 15530 (...) 14846->15530 15870 (...) 15869->15870 17771 (...) 15869->17771 18497 Hour <= 15.5 gini = 0.691 samples = 84374 value = [8992, 43011, 705, 698, 4040, 13600, 1532, 18, 6355 82, 4572, 74, 240, 9, 0, 43, 262, 0, 85, 0, 56 0, 0, 0] 18496->18497 21076 Community Area <= 24.5 gini = 0.747 samples = 27135 value = [2733, 12031, 249, 325, 3005, 4099, 535, 19, 2164, 47 1695, 16, 52, 1, 0, 8, 104, 0, 26, 0, 19, 0, 4 3] 18496->21076 18498 (...) 18497->18498 20085 (...) 18497->20085 21077 (...) 21076->21077 21320 (...) 21076->21320 21912 Year <= 2008.5 gini = 0.779 samples = 154790 value = [18201, 52842, 2022, 1488, 2483, 39294, 2674, 86, 21661 484, 11274, 188, 538, 34, 4, 102, 1205, 1, 131, 1 74, 1, 0, 2] 21911->21912 26625 Location Description <= 0.5 gini = 0.751 samples = 111660 value = [15824, 45912, 1233, 888, 2949, 23936, 2342, 33, 11000 229, 6158, 34, 474, 12, 0, 56, 419, 4, 112, 2 42, 0, 0, 1] 21911->26625 21913 Location Description <= 0.5 gini = 0.788 samples = 87079 value = [11283, 27376, 1045, 836, 1061, 22371, 1613, 24, 13401 265, 6665, 83, 356, 16, 3, 59, 508, 1, 77, 1, 34 1, 0, 0] 21912->21913 24560 Location Description <= 0.5 gini = 0.765 samples = 67711 value = [6918, 25466, 977, 652, 1422, 16923, 1061, 62, 8260 219, 4609, 105, 182, 18, 1, 43, 697, 0, 54, 0 40, 0, 0, 2] 21912->24560 21914 Community Area <= 41.0 gini = 0.783 samples = 62650 value = [8643, 20061, 672, 585, 815, 16749, 1226, 18, 8442 225, 4406, 69, 283, 11, 3, 42, 316, 1, 61, 1, 20 1, 0, 0] 21913->21914 23831 Y Coordinate <= 1867557.5 gini = 0.795 samples = 24429 value = [2640, 7315, 373, 251, 246, 5622, 387, 6, 4959, 40 2259, 14, 73, 5, 0, 17, 192, 0, 16, 0, 14, 0 0, 0] 21913->23831 21915 Beat <= 133.5 gini = 0.796 samples = 11617 value = [1740, 3684, 130, 122, 121, 2417, 237, 7, 2031, 19 905, 13, 53, 2, 0, 3, 113, 0, 12, 0, 8, 0, 0 0] 21914->21915 22274 X Coordinate <= 1156776.5 gini = 0.779 samples = 51033 value = [6903, 16377, 542, 463, 694, 14332, 989, 11, 6411 206, 3501, 56, 230, 9, 3, 39, 203, 1, 49, 1, 12 1, 0, 0] 21914->22274 21916 (...) 21915->21916 21935 (...) 21915->21935 22275 (...) 22274->22275 22524 (...) 22274->22524 23832 Beat <= 372.5 gini = 0.786 samples = 16548 value = [1670, 5274, 241, 146, 164, 4041, 275, 6, 2981, 26 1572, 12, 40, 4, 0, 13, 61, 0, 10, 0, 12, 0, 0 0] 23831->23832 24331 Hour <= 19.5 gini = 0.806 samples = 7881 value = [970, 2041, 132, 105, 82, 1581, 112, 0, 1978, 14 687, 2, 33, 1, 0, 4, 131, 0, 6, 0, 2, 0, 0 0] 23831->24331 23833 (...) 23832->23833 23990 (...) 23832->23990 24332 (...) 24331->24332 24411 (...) 24331->24411 24561 Community Area <= 43.5 gini = 0.76 samples = 46897 value = [5086, 17918, 568, 476, 1107, 12067, 783, 48, 4962 170, 2973, 73, 138, 12, 1, 24, 418, 0, 43, 0, 30 0, 0, 0] 24560->24561 25992 Hour <= 19.5 gini = 0.774 samples = 20814 value = [1832, 7548, 409, 176, 315, 4856, 278, 14, 3298, 49 1636, 32, 44, 6, 0, 19, 279, 0, 11, 0, 10, 0 0, 2] 24560->25992 24562 Beat <= 133.5 gini = 0.782 samples = 12542 value = [1528, 4586, 169, 124, 392, 2753, 281, 10, 1463, 30 976, 18, 36, 5, 1, 6, 141, 0, 11, 0, 12, 0, 0 0] 24561->24562 24945 X Coordinate <= 1155307.5 gini = 0.75 samples = 34355 value = [3558, 13332, 399, 352, 715, 9314, 502, 38, 3499, 140 1997, 55, 102, 7, 0, 18, 277, 0, 32, 0, 18, 0 0, 0] 24561->24945 24563 (...) 24562->24563 24580 (...) 24562->24580 24946 (...) 24945->24946 25113 (...) 24945->25113 25993 Month <= 5.5 gini = 0.758 samples = 7598 value = [642, 3076, 122, 83, 135, 1639, 113, 5, 1011, 15 592, 18, 10, 2, 0, 12, 113, 0, 4, 0, 4, 0, 0 2] 25992->25993 26220 Month <= 5.5 gini = 0.781 samples = 13216 value = [1190, 4472, 287, 93, 180, 3217, 165, 9, 2287, 34 1044, 14, 34, 4, 0, 7, 166, 0, 7, 0, 6, 0, 0 0] 25992->26220 25994 (...) 25993->25994 26093 (...) 25993->26093 26221 (...) 26220->26221 26388 (...) 26220->26388 26626 X Coordinate <= 1158221.5 gini = 0.736 samples = 82686 value = [11557, 35276, 697, 586, 2271, 19013, 1731, 22, 6338 202, 4165, 22, 347, 10, 0, 42, 285, 1, 89, 2, 29 0, 0, 1] 26625->26626 29153 Hour <= 19.5 gini = 0.783 samples = 28974 value = [4267, 10636, 536, 302, 678, 4923, 611, 11, 4662, 27 1993, 12, 127, 2, 0, 14, 134, 3, 23, 0, 13, 0 0, 0] 26625->29153 26627 Y Coordinate <= 1910599.5 gini = 0.752 samples = 40624 value = [6399, 15774, 347, 275, 881, 10116, 739, 16, 3187 125, 2244, 15, 225, 5, 0, 24, 190, 1, 46, 0, 15 0, 0, 0] 26626->26627 27876 Beat <= 1973.0 gini = 0.716 samples = 42062 value = [5158, 19502, 350, 311, 1390, 8897, 992, 6, 3151, 77 1921, 7, 122, 5, 0, 18, 95, 0, 43, 2, 14, 0, 0 1] 26626->27876 26628 Year <= 2008.5 gini = 0.789 samples = 10610 value = [1609, 3677, 145, 107, 196, 2259, 195, 7, 1324, 45 817, 9, 67, 1, 0, 11, 126, 1, 12, 0, 2, 0, 0 0] 26627->26628 26945 Year <= 2009.5 gini = 0.736 samples = 30014 value = [4790, 12097, 202, 168, 685, 7857, 544, 9, 1863, 80 1427, 6, 158, 4, 0, 13, 64, 0, 34, 0, 13, 0, 0 0] 26627->26945 26629 (...) 26628->26629 26808 (...) 26628->26808 26946 (...) 26945->26946 27551 (...) 26945->27551 27877 Y Coordinate <= 1910195.5 gini = 0.653 samples = 19697 value = [1963, 10685, 141, 100, 715, 3775, 433, 1, 1051, 35 657, 1, 57, 4, 0, 7, 38, 0, 22, 2, 10, 0, 0 0] 27876->27877 28464 Y Coordinate <= 1855960.0 gini = 0.758 samples = 22365 value = [3195, 8817, 209, 211, 675, 5122, 559, 5, 2100, 42 1264, 6, 65, 1, 0, 11, 57, 0, 21, 0, 4, 0, 0 1] 27876->28464 27878 (...) 27877->27878 28149 (...) 27877->28149 28465 (...) 28464->28465 28760 (...) 28464->28760 29154 X Coordinate <= 1144198.0 gini = 0.752 samples = 10283 value = [1393, 4406, 144, 137, 334, 1533, 195, 3, 1355, 5 674, 3, 39, 1, 0, 6, 45, 2, 3, 0, 5, 0, 0, 0] 29153->29154 29459 X Coordinate <= 1165731.0 gini = 0.795 samples = 18691 value = [2874, 6230, 392, 165, 344, 3390, 416, 8, 3307, 22 1319, 9, 88, 1, 0, 8, 89, 1, 20, 0, 8, 0, 0 0] 29153->29459 29155 X Coordinate <= 1134459.0 gini = 0.785 samples = 2424 value = [318, 874, 34, 25, 60, 478, 46, 1, 350, 2, 203, 1 6, 0, 0, 2, 21, 0, 3, 0, 0, 0, 0, 0] 29154->29155 29224 Year <= 2009.5 gini = 0.739 samples = 7859 value = [1075, 3532, 110, 112, 274, 1055, 149, 2, 1005, 3 471, 2, 33, 1, 0, 4, 24, 2, 0, 0, 5, 0, 0, 0] 29154->29224 29156 (...) 29155->29156 29161 (...) 29155->29161 29225 (...) 29224->29225 29374 (...) 29224->29374 29460 Beat <= 1517.5 gini = 0.802 samples = 13133 value = [1935, 4030, 261, 127, 196, 2673, 294, 6, 2410, 20 996, 9, 73, 1, 0, 7, 82, 1, 6, 0, 6, 0, 0, 0] 29459->29460 29851 Year <= 2009.5 gini = 0.767 samples = 5558 value = [939, 2200, 131, 38, 148, 717, 122, 2, 897, 2, 323 0, 15, 0, 0, 1, 7, 0, 14, 0, 2, 0, 0, 0] 29459->29851 29461 (...) 29460->29461 29570 (...) 29460->29570 29852 (...) 29851->29852 29961 (...) 29851->29961 30019 Year <= 2005.5 gini = 0.68 samples = 12522 value = [4798, 5060, 15, 6, 794, 614, 155, 0, 601, 0, 297 34, 114, 6, 0, 0, 15, 0, 2, 0, 5, 0, 6, 0] 30018->30019 30376 Beat <= 133.5 gini = 0.685 samples = 551715 value = [21986, 287206, 4724, 1248, 58119, 64966, 10549, 285 65166, 804, 31025, 541, 2892, 221, 20, 219, 930, 36 486, 54, 205, 2, 29, 2] 30018->30376 30020 Hour <= 9.5 gini = 0.632 samples = 1860 value = [74, 1077, 2, 0, 222, 168, 115, 0, 121, 0, 56, 0 20, 0, 0, 0, 3, 0, 0, 0, 2, 0, 0, 0] 30019->30020 30073 Hour <= 14.5 gini = 0.657 samples = 10662 value = [4724, 3983, 13, 6, 572, 446, 40, 0, 480, 0, 241 34, 94, 6, 0, 0, 12, 0, 2, 0, 3, 0, 6, 0] 30019->30073 30021 Hour <= 6.5 gini = 0.733 samples = 582 value = [34, 264, 0, 0, 50, 78, 98, 0, 33, 0, 15, 0, 9 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 30020->30021 30036 Month <= 11.5 gini = 0.565 samples = 1278 value = [40, 813, 2, 0, 172, 90, 17, 0, 88, 0, 41, 0 11, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 0] 30020->30036 30022 Hour <= 0.5 gini = 0.669 samples = 268 value = [17, 143, 0, 0, 24, 44, 9, 0, 20, 0, 7, 0, 4 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30021->30022 30029 Year <= 2003.5 gini = 0.747 samples = 314 value = [17, 121, 0, 0, 26, 34, 89, 0, 13, 0, 8, 0, 5 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 30021->30029 30023 gini = 0.665 samples = 70 value = [3, 34, 0, 0, 20, 8, 0, 0, 3, 0, 1, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30022->30023 30024 Hour <= 5.5 gini = 0.648 samples = 198 value = [14, 109, 0, 0, 4, 36, 9, 0, 17, 0, 6, 0, 3 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30022->30024 30025 (...) 30024->30025 30028 (...) 30024->30028 30030 Month <= 7.5 gini = 0.727 samples = 179 value = [6, 55, 0, 0, 18, 16, 71, 0, 7, 0, 2, 0, 4, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30029->30030 30033 Year <= 2004.5 gini = 0.711 samples = 135 value = [11, 66, 0, 0, 8, 18, 18, 0, 6, 0, 6, 0, 1, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 30029->30033 30031 (...) 30030->30031 30032 (...) 30030->30032 30034 (...) 30033->30034 30035 (...) 30033->30035 30037 Hour <= 19.5 gini = 0.579 samples = 1147 value = [36, 715, 2, 0, 160, 86, 15, 0, 81, 0, 38, 0 10, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 0] 30036->30037 30070 Hour <= 14.5 gini = 0.426 samples = 131 value = [4, 98, 0, 0, 12, 4, 2, 0, 7, 0, 3, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30036->30070 30038 Month <= 5.5 gini = 0.572 samples = 924 value = [31, 580, 1, 0, 140, 68, 14, 0, 49, 0, 31, 0, 7 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0] 30037->30038 30065 Month <= 8.5 gini = 0.597 samples = 223 value = [5, 135, 1, 0, 20, 18, 1, 0, 32, 0, 7, 0, 3 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 30037->30065 30039 (...) 30038->30039 30048 (...) 30038->30048 30066 (...) 30065->30066 30069 (...) 30065->30069 30071 gini = 0.555 samples = 54 value = [4, 35, 0, 0, 6, 2, 2, 0, 3, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30070->30071 30072 gini = 0.321 samples = 77 value = [0, 63, 0, 0, 6, 2, 0, 0, 4, 0, 1, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30070->30072 30074 Hour <= 3.5 gini = 0.636 samples = 6882 value = [3486, 2180, 11, 5, 394, 325, 31, 0, 247, 0, 124 24, 39, 4, 0, 0, 5, 0, 2, 0, 2, 0, 3, 0] 30073->30074 30267 Hour <= 19.5 gini = 0.657 samples = 3780 value = [1238, 1803, 2, 1, 178, 121, 9, 0, 233, 0, 117 10, 55, 2, 0, 0, 7, 0, 0, 0, 1, 0, 3, 0] 30073->30267 30075 Beat <= 1653.5 gini = 0.7 samples = 563 value = [83, 279, 3, 0, 50, 78, 1, 0, 36, 0, 19, 0, 10 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30074->30075 30090 X Coordinate <= 1101305.0 gini = 0.614 samples = 6319 value = [3403, 1901, 8, 5, 344, 247, 30, 0, 211, 0, 105 24, 29, 0, 0, 0, 5, 0, 2, 0, 2, 0, 3, 0] 30074->30090 30076 Year <= 2011.5 gini = 0.686 samples = 500 value = [64, 258, 3, 0, 50, 64, 1, 0, 31, 0, 15, 0, 10 4, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30075->30076 30089 gini = 0.738 samples = 63 value = [19, 21, 0, 0, 0, 14, 0, 0, 5, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30075->30089 30077 (...) 30076->30077 30086 (...) 30076->30086 30091 Year <= 2014.5 gini = 0.632 samples = 5352 value = [2704, 1742, 6, 3, 333, 221, 24, 0, 174, 0, 89 23, 24, 0, 0, 0, 3, 0, 2, 0, 2, 0, 2, 0] 30090->30091 30240 X Coordinate <= 1101713.5 gini = 0.448 samples = 967 value = [699, 159, 2, 2, 11, 26, 6, 0, 37, 0, 16, 1, 5 0, 0, 0, 2, 0, 0, 0, 0, 0, 1, 0] 30090->30240 30092 (...) 30091->30092 30233 (...) 30091->30233 30241 (...) 30240->30241 30250 (...) 30240->30250 30268 Y Coordinate <= 1935206.5 gini = 0.643 samples = 2772 value = [1064, 1253, 1, 1, 123, 77, 6, 0, 118, 0, 83, 8 30, 0, 0, 0, 6, 0, 0, 0, 0, 0, 2, 0] 30267->30268 30349 X Coordinate <= 1101123.5 gini = 0.653 samples = 1008 value = [174, 550, 1, 0, 55, 44, 3, 0, 115, 0, 34, 2 25, 2, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0] 30267->30349 30269 Y Coordinate <= 1934297.5 gini = 0.646 samples = 2351 value = [979, 983, 0, 0, 97, 64, 5, 0, 107, 0, 75, 7 27, 0, 0, 0, 5, 0, 0, 0, 0, 0, 2, 0] 30268->30269 30336 Y Coordinate <= 1935439.5 gini = 0.542 samples = 421 value = [85, 270, 1, 1, 26, 13, 1, 0, 11, 0, 8, 1, 3 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 30268->30336 30270 (...) 30269->30270 30327 (...) 30269->30327 30337 (...) 30336->30337 30348 (...) 30336->30348 30350 Year <= 2011.5 gini = 0.615 samples = 859 value = [114, 507, 1, 0, 52, 40, 2, 0, 92, 0, 29, 0, 17 2, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0] 30349->30350 30373 Y Coordinate <= 1934389.0 gini = 0.725 samples = 149 value = [60, 43, 0, 0, 3, 4, 1, 0, 23, 0, 5, 2, 8, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 30349->30373 30351 (...) 30350->30351 30368 (...) 30350->30368 30374 (...) 30373->30374 30375 (...) 30373->30375 30377 Hour <= 11.5 gini = 0.564 samples = 52799 value = [2671, 33756, 301, 59, 7179, 2143, 1083, 2, 2913, 14 1973, 19, 523, 20, 0, 10, 27, 3, 75, 4, 22, 0 2, 0] 30376->30377 31970 Ward <= 41.5 gini = 0.695 samples = 498916 value = [19315, 253450, 4423, 1189, 50940, 62823, 9466, 283 62253, 790, 29052, 522, 2369, 201, 20, 209, 903, 33 411, 50, 183, 2, 27, 2] 30376->31970 30378 X Coordinate <= 1175946.0 gini = 0.674 samples = 16914 value = [1296, 8950, 144, 21, 2896, 907, 398, 2, 1195, 4 824, 6, 200, 10, 0, 3, 9, 1, 35, 0, 13, 0, 0 0] 30377->30378 30887 X Coordinate <= 1177017.5 gini = 0.501 samples = 35885 value = [1375, 24806, 157, 38, 4283, 1236, 685, 0, 1718, 10 1149, 13, 323, 10, 0, 7, 18, 2, 40, 4, 9, 0, 2 0] 30377->30887 30379 Hour <= 0.5 gini = 0.718 samples = 7560 value = [794, 3509, 41, 9, 1611, 296, 194, 0, 483, 1, 449 0, 121, 8, 0, 0, 6, 0, 29, 0, 9, 0, 0, 0] 30378->30379 30606 Hour <= 6.5 gini = 0.628 samples = 9354 value = [502, 5441, 103, 12, 1285, 611, 204, 2, 712, 3, 375 6, 79, 2, 0, 3, 3, 1, 6, 0, 4, 0, 0, 0] 30378->30606 30380 X Coordinate <= 1175102.5 gini = 0.67 samples = 903 value = [52, 324, 4, 2, 396, 52, 10, 0, 34, 0, 15, 0 12, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 30379->30380 30409 Hour <= 7.5 gini = 0.714 samples = 6657 value = [742, 3185, 37, 7, 1215, 244, 184, 0, 449, 1, 434 0, 109, 8, 0, 0, 6, 0, 28, 0, 8, 0, 0, 0] 30379->30409 30381 (...) 30380->30381 30396 (...) 30380->30396 30410 (...) 30409->30410 30467 (...) 30409->30467 30607 Hour <= 0.5 gini = 0.67 samples = 3388 value = [116, 1806, 60, 1, 435, 381, 75, 2, 395, 2, 93, 2 17, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 30606->30607 30710 Year <= 2007.5 gini = 0.597 samples = 5966 value = [386, 3635, 43, 11, 850, 230, 129, 0, 317, 1, 282 4, 62, 1, 0, 3, 2, 1, 6, 0, 3, 0, 0, 0] 30606->30710 30608 (...) 30607->30608 30643 (...) 30607->30643 30711 (...) 30710->30711 30778 (...) 30710->30778 30888 Y Coordinate <= 1895355.5 gini = 0.529 samples = 25945 value = [1094, 17338, 101, 33, 3397, 899, 538, 0, 1267, 9 916, 7, 266, 8, 0, 5, 18, 0, 38, 3, 7, 0, 1 0] 30887->30888 31671 Y Coordinate <= 1896566.5 gini = 0.423 samples = 9940 value = [281, 7468, 56, 5, 886, 337, 147, 0, 451, 1, 233 6, 57, 2, 0, 2, 0, 2, 2, 1, 2, 0, 1, 0] 30887->31671 30889 Y Coordinate <= 1886929.0 gini = 0.648 samples = 2819 value = [71, 1564, 14, 17, 485, 125, 118, 0, 255, 1, 134 4, 18, 2, 0, 1, 6, 0, 1, 2, 1, 0, 0, 0] 30888->30889 30978 X Coordinate <= 1175951.5 gini = 0.512 samples = 23126 value = [1023, 15774, 87, 16, 2912, 774, 420, 0, 1012, 8 782, 3, 248, 6, 0, 4, 12, 0, 37, 1, 6, 0, 1 0] 30888->30978 30890 (...) 30889->30890 30893 (...) 30889->30893 30979 (...) 30978->30979 31366 (...) 30978->31366 31672 Year <= 2007.5 gini = 0.513 samples = 2998 value = [95, 2053, 20, 2, 237, 160, 56, 0, 236, 0, 112, 3 20, 0, 0, 1, 0, 0, 0, 1, 2, 0, 0, 0] 31671->31672 31763 X Coordinate <= 1178782.5 gini = 0.38 samples = 6942 value = [186, 5415, 36, 3, 649, 177, 91, 0, 215, 1, 121 3, 37, 2, 0, 1, 0, 2, 2, 0, 0, 0, 1, 0] 31671->31763 31673 (...) 31672->31673 31708 (...) 31672->31708 31764 (...) 31763->31764 31961 (...) 31763->31961 31971 Hour <= 17.5 gini = 0.708 samples = 392182 value = [15582, 192441, 3485, 1039, 37252, 53643, 7688, 268 50858, 710, 25115, 485, 1841, 159, 19, 191, 851, 9 350, 34, 144, 1, 16, 1] 31970->31971 43818 Ward <= 44.5 gini = 0.635 samples = 106734 value = [3733, 61009, 938, 150, 13688, 9180, 1778, 15, 11395 80, 3937, 37, 528, 42, 1, 18, 52, 24, 61, 16, 39 1, 11, 1] 31970->43818 31972 Hour <= 6.5 gini = 0.703 samples = 283588 value = [12242, 141430, 2434, 760, 31665, 34701, 4992, 181 33793, 495, 18014, 336, 1292, 107, 9, 145, 559, 7 279, 17, 116, 0, 13, 1] 31971->31972 40515 Beat <= 212.5 gini = 0.716 samples = 108594 value = [3340, 51011, 1051, 279, 5587, 18942, 2696, 87, 17065 215, 7101, 149, 549, 52, 10, 46, 292, 2, 71, 17 28, 1, 3, 0] 31971->40515 31973 Hour <= 0.5 gini = 0.706 samples = 68888 value = [1703, 32830, 936, 111, 6185, 12842, 740, 78, 10171 301, 2408, 60, 238, 35, 2, 19, 170, 3, 30, 7, 18 0, 0, 1] 31972->31973 34040 Beat <= 172.5 gini = 0.699 samples = 214700 value = [10539, 108600, 1498, 649, 25480, 21859, 4252, 103 23622, 194, 15606, 276, 1054, 72, 7, 126, 389, 4 249, 10, 98, 0, 13, 0] 31972->34040 31974 (...) 31973->31974 32659 (...) 31973->32659 34041 (...) 34040->34041 34092 (...) 34040->34092 40516 Year <= 2007.5 gini = 0.795 samples = 2198 value = [52, 552, 19, 5, 49, 256, 363, 4, 669, 1, 191, 9 8, 5, 0, 0, 13, 0, 2, 0, 0, 0, 0, 0] 40515->40516 40579 Y Coordinate <= 1819664.0 gini = 0.712 samples = 106396 value = [3288, 50459, 1032, 274, 5538, 18686, 2333, 83, 16396 214, 6910, 140, 541, 47, 10, 46, 279, 2, 69, 17 28, 1, 3, 0] 40515->40579 40517 (...) 40516->40517 40552 (...) 40516->40552 40580 (...) 40579->40580 40639 (...) 40579->40639 43819 Hour <= 9.5 gini = 0.562 samples = 62437 value = [1895, 39844, 470, 53, 8320, 3284, 968, 1, 5542, 16 1602, 16, 298, 23, 0, 6, 11, 24, 29, 11, 19, 1 3, 1] 43818->43819 45680 Y Coordinate <= 1951235.0 gini = 0.717 samples = 44297 value = [1838, 21165, 468, 97, 5368, 5896, 810, 14, 5853, 64 2335, 21, 230, 19, 1, 12, 41, 0, 32, 5, 20, 0 8, 0] 43818->45680 43820 Hour <= 6.5 gini = 0.646 samples = 20368 value = [553, 11199, 236, 21, 3190, 1351, 324, 1, 2987, 8 374, 2, 85, 7, 0, 3, 3, 0, 11, 4, 7, 0, 1, 1] 43819->43820 44425 X Coordinate <= 1176238.5 gini = 0.514 samples = 42069 value = [1342, 28645, 234, 32, 5130, 1933, 644, 0, 2555, 8 1228, 14, 213, 16, 0, 3, 8, 24, 18, 7, 12, 1 2, 0] 43819->44425 43821 (...) 43820->43821 44280 (...) 43820->44280 44426 (...) 44425->44426 45221 (...) 44425->45221 45681 Hour <= 15.5 gini = 0.715 samples = 43966 value = [1836, 21118, 468, 97, 5366, 5636, 806, 14, 5844, 64 2329, 21, 230, 19, 1, 12, 40, 0, 32, 5, 20, 0 8, 0] 45680->45681 47006 X Coordinate <= 1163240.0 gini = 0.362 samples = 331 value = [2, 47, 0, 0, 2, 260, 4, 0, 9, 0, 6, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 45680->47006 45682 (...) 45681->45682 46475 (...) 45681->46475 47007 (...) 47006->47007 47014 (...) 47006->47014 47016 Beat <= 1173.0 gini = 0.606 samples = 869248 value = [22739, 500682, 1983, 441, 8571, 190071, 2518, 1528 92553, 422, 40688, 1418, 1535, 310, 12, 1180, 1719 201, 350, 17, 297, 1, 10, 2] 47015->47016 73561 Location Description <= 4.5 gini = 0.506 samples = 212681 value = [3329, 145311, 388, 100, 11484, 29854, 2114, 64, 10843 128, 8268, 105, 385, 29, 1, 61, 121, 0, 51, 6 37, 1, 1, 0] 47015->73561 47017 Hour <= 12.5 gini = 0.638 samples = 448156 value = [13627, 243623, 1152, 280, 3790, 94467, 1170, 1116 59294, 230, 25129, 1042, 815, 155, 10, 620, 1098 132, 218, 5, 177, 1, 3, 2] 47016->47017 60692 X Coordinate <= 1144077.0 gini = 0.568 samples = 421092 value = [9112, 257059, 831, 161, 4781, 95604, 1348, 412, 33259 192, 15559, 376, 720, 155, 2, 560, 621, 69, 132 12, 120, 0, 7, 0] 47016->60692 47018 Hour <= 4.5 gini = 0.602 samples = 195100 value = [6189, 114291, 623, 108, 1996, 39154, 467, 543, 21194 148, 8850, 304, 250, 55, 4, 306, 395, 49, 77, 1 94, 1, 0, 1] 47017->47018 52989 Hour <= 16.5 gini = 0.663 samples = 253056 value = [7438, 129332, 529, 172, 1794, 55313, 703, 573, 38100 82, 16279, 738, 565, 100, 6, 314, 703, 83, 141, 4 83, 0, 3, 1] 47017->52989 47019 Beat <= 773.0 gini = 0.624 samples = 84790 value = [1816, 46271, 196, 19, 740, 20573, 205, 332, 11484 101, 2522, 122, 84, 23, 0, 35, 219, 14, 7, 1, 25 0, 0, 1] 47018->47019 49606 Hour <= 9.5 gini = 0.579 samples = 110310 value = [4373, 68020, 427, 89, 1256, 18581, 262, 211, 9710 47, 6328, 182, 166, 32, 4, 271, 176, 35, 70, 0 69, 1, 0, 0] 47018->49606 47020 X Coordinate <= 1198951.5 gini = 0.616 samples = 49331 value = [1232, 27754, 112, 13, 515, 10588, 126, 188, 6825, 52 1573, 87, 44, 19, 0, 21, 142, 14, 4, 1, 20, 0 0, 1] 47019->47020 48529 Beat <= 928.0 gini = 0.63 samples = 35459 value = [584, 18517, 84, 6, 225, 9985, 79, 144, 4659, 49 949, 35, 40, 4, 0, 14, 77, 0, 3, 0, 5, 0, 0 0] 47019->48529 47021 Hour <= 0.5 gini = 0.612 samples = 47609 value = [1188, 27071, 111, 13, 500, 9876, 123, 186, 6642, 50 1512, 85, 39, 18, 0, 21, 135, 14, 4, 1, 19, 0 0, 1] 47020->47021 48482 Y Coordinate <= 1842690.0 gini = 0.658 samples = 1722 value = [44, 683, 1, 0, 15, 712, 3, 2, 183, 2, 61, 2, 5 1, 0, 0, 7, 0, 0, 0, 1, 0, 0, 0] 47020->48482 47022 (...) 47021->47022 47551 (...) 47021->47551 48483 (...) 48482->48483 48522 (...) 48482->48522 48530 X Coordinate <= 1155057.5 gini = 0.602 samples = 18663 value = [273, 9981, 40, 2, 134, 6001, 42, 45, 1616, 23, 440 15, 14, 0, 0, 7, 25, 0, 2, 0, 3, 0, 0, 0] 48529->48530 49095 Y Coordinate <= 1890744.5 gini = 0.651 samples = 16796 value = [311, 8536, 44, 4, 91, 3984, 37, 99, 3043, 26, 509 20, 26, 4, 0, 7, 52, 0, 1, 0, 2, 0, 0, 0] 48529->49095 48531 (...) 48530->48531 48736 (...) 48530->48736 49096 (...) 49095->49096 49307 (...) 49095->49307 49607 X Coordinate <= 1197920.0 gini = 0.543 samples = 62001 value = [2130, 39987, 308, 56, 557, 11200, 161, 121, 4243, 34 2722, 52, 49, 16, 0, 208, 56, 28, 27, 0, 46, 0 0, 0] 49606->49607 51500 X Coordinate <= 1199100.0 gini = 0.619 samples = 48309 value = [2243, 28033, 119, 33, 699, 7381, 101, 90, 5467, 13 3606, 130, 117, 16, 4, 63, 120, 7, 43, 0, 23, 1 0, 0] 49606->51500 49608 Hour <= 7.5 gini = 0.54 samples = 60646 value = [2057, 39311, 306, 46, 545, 10774, 154, 120, 4159, 34 2661, 52, 49, 16, 0, 207, 56, 28, 26, 0, 45, 0 0, 0] 49607->49608 51459 Y Coordinate <= 1835784.5 gini = 0.643 samples = 1355 value = [73, 676, 2, 10, 12, 426, 7, 1, 84, 0, 61, 0, 0 0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0] 49607->51459 49609 (...) 49608->49609 50506 (...) 49608->50506 51460 (...) 51459->51460 51475 (...) 51459->51475 51501 Beat <= 417.5 gini = 0.616 samples = 47622 value = [2157, 27789, 116, 33, 694, 7202, 101, 90, 5394, 13 3520, 130, 115, 16, 4, 62, 119, 7, 37, 0, 22, 1 0, 0] 51500->51501 52968 Year <= 2006.5 gini = 0.763 samples = 687 value = [86, 244, 3, 0, 5, 179, 0, 0, 73, 0, 86, 0, 2 0, 0, 1, 1, 0, 6, 0, 1, 0, 0, 0] 51500->52968 51502 (...) 51501->51502 51883 (...) 51501->51883 52969 (...) 52968->52969 52978 (...) 52968->52978 52990 Beat <= 172.5 gini = 0.686 samples = 75538 value = [2221, 37046, 191, 63, 817, 13153, 186, 146, 14050 10, 6715, 223, 219, 31, 0, 143, 210, 7, 59, 0 46, 0, 1, 1] 52989->52990 55291 Year <= 2009.5 gini = 0.651 samples = 177518 value = [5217, 92286, 338, 109, 977, 42160, 517, 427, 24050 72, 9564, 515, 346, 69, 6, 171, 493, 76, 82, 4 37, 0, 2, 0] 52989->55291 52991 Month <= 4.5 gini = 0.538 samples = 4357 value = [136, 2878, 3, 3, 192, 473, 6, 0, 403, 0, 229, 1 21, 0, 0, 7, 1, 0, 0, 0, 3, 0, 1, 0] 52990->52991 53122 Year <= 2009.5 gini = 0.692 samples = 71181 value = [2085, 34168, 188, 60, 625, 12680, 180, 146, 13647 10, 6486, 222, 198, 31, 0, 136, 209, 7, 59, 0 43, 0, 0, 1] 52990->53122 52992 Y Coordinate <= 1898348.5 gini = 0.623 samples = 1079 value = [60, 630, 1, 1, 61, 127, 0, 0, 115, 0, 71, 0, 8 0, 0, 1, 1, 0, 0, 0, 2, 0, 1, 0] 52991->52992 53021 Y Coordinate <= 1890134.5 gini = 0.506 samples = 3278 value = [76, 2248, 2, 2, 131, 346, 6, 0, 288, 0, 158, 1 13, 0, 0, 6, 0, 0, 0, 0, 1, 0, 0, 0] 52991->53021 52993 (...) 52992->52993 53006 (...) 52992->53006 53022 (...) 53021->53022 53029 (...) 53021->53029 53123 Y Coordinate <= 1840406.0 gini = 0.703 samples = 48833 value = [1455, 22403, 147, 44, 374, 8535, 119, 43, 10458, 4 4627, 199, 120, 13, 0, 99, 118, 7, 41, 0, 27, 0 0, 0] 53122->53123 54618 Y Coordinate <= 1840560.0 gini = 0.66 samples = 22348 value = [630, 11765, 41, 16, 251, 4145, 61, 103, 3189, 6 1859, 23, 78, 18, 0, 37, 91, 0, 18, 0, 16, 0 0, 1] 53122->54618 53124 (...) 53123->53124 53281 (...) 53123->53281 54619 (...) 54618->54619 54680 (...) 54618->54680 55292 Ward <= 8.5 gini = 0.666 samples = 119507 value = [3772, 59606, 234, 66, 535, 28729, 283, 173, 18028 29, 6783, 483, 191, 24, 6, 138, 269, 68, 64, 3 23, 0, 0, 0] 55291->55292 58939 Ward <= 8.5 gini = 0.615 samples = 58011 value = [1445, 32680, 104, 43, 442, 13431, 234, 254, 6022, 43 2781, 32, 155, 45, 0, 33, 224, 8, 18, 1, 14, 0 2, 0] 55291->58939 55293 Beat <= 133.5 gini = 0.633 samples = 34351 value = [992, 18767, 64, 19, 176, 7243, 104, 49, 4903, 7 1766, 98, 31, 4, 4, 35, 62, 9, 12, 0, 6, 0, 0 0] 55292->55293 56338 Ward <= 14.5 gini = 0.678 samples = 85156 value = [2780, 40839, 170, 47, 359, 21486, 179, 124, 13125 22, 5017, 385, 160, 20, 2, 103, 207, 59, 52, 3 17, 0, 0, 0] 55292->56338 55294 (...) 55293->55294 55365 (...) 55293->55365 56339 (...) 56338->56339 57084 (...) 56338->57084 58940 Month <= 1.5 gini = 0.575 samples = 18040 value = [369, 10996, 36, 17, 206, 3761, 107, 67, 1617, 6 739, 9, 21, 8, 0, 13, 62, 1, 0, 0, 5, 0, 0 0] 58939->58940 59485 Ward <= 14.5 gini = 0.632 samples = 39971 value = [1076, 21684, 68, 26, 236, 9670, 127, 187, 4405, 37 2042, 23, 134, 37, 0, 20, 162, 7, 18, 1, 9, 0 2, 0] 58939->59485 58941 (...) 58940->58941 58980 (...) 58940->58980 59486 (...) 59485->59486 59835 (...) 59485->59835 60693 Y Coordinate <= 1911028.5 gini = 0.627 samples = 85577 value = [3197, 46442, 201, 45, 729, 21965, 286, 143, 7981, 67 3884, 46, 152, 36, 1, 152, 173, 9, 34, 0, 32, 0 2, 0] 60692->60693 63266 Beat <= 1973.0 gini = 0.55 samples = 335515 value = [5915, 210617, 630, 116, 4052, 73639, 1062, 269, 25278 125, 11675, 330, 568, 119, 1, 408, 448, 60, 98, 12 88, 0, 5, 0] 60692->63266 60694 Year <= 2006.5 gini = 0.659 samples = 32703 value = [1582, 17095, 62, 21, 255, 6681, 88, 117, 4727, 21 1739, 25, 69, 17, 0, 50, 121, 8, 12, 0, 13, 0 0, 0] 60693->60694 61689 Community Area <= 10.5 gini = 0.602 samples = 52874 value = [1615, 29347, 139, 24, 474, 15284, 198, 26, 3254, 46 2145, 21, 83, 19, 1, 102, 52, 1, 22, 0, 19, 0 2, 0] 60693->61689 60695 X Coordinate <= 1137977.5 gini = 0.658 samples = 11023 value = [436, 5761, 23, 8, 52, 1880, 35, 38, 2039, 3, 672 4, 15, 5, 0, 20, 24, 0, 5, 0, 3, 0, 0, 0] 60694->60695 61020 Hour <= 8.5 gini = 0.657 samples = 21680 value = [1146, 11334, 39, 13, 203, 4801, 53, 79, 2688, 18 1067, 21, 54, 12, 0, 30, 97, 8, 7, 0, 10, 0, 0 0] 60694->61020 60696 Beat <= 2522.0 gini = 0.604 samples = 2366 value = [81, 1382, 2, 0, 15, 453, 8, 5, 280, 2, 129, 0 1, 0, 0, 1, 5, 0, 2, 0, 0, 0, 0, 0] 60695->60696 60765 Hour <= 10.5 gini = 0.67 samples = 8657 value = [355, 4379, 21, 8, 37, 1427, 27, 33, 1759, 1, 543 4, 14, 5, 0, 19, 19, 0, 3, 0, 3, 0, 0, 0] 60695->60765 60697 (...) 60696->60697 60752 (...) 60696->60752 60766 (...) 60765->60766 60857 (...) 60765->60857 61021 Hour <= 4.5 gini = 0.612 samples = 6547 value = [253, 3712, 18, 4, 42, 1485, 16, 27, 734, 12, 196 4, 8, 1, 0, 9, 25, 1, 0, 0, 0, 0, 0, 0] 61020->61021 61220 Hour <= 16.5 gini = 0.675 samples = 15133 value = [893, 7622, 21, 9, 161, 3316, 37, 52, 1954, 6, 871 17, 46, 11, 0, 21, 72, 7, 7, 0, 10, 0, 0, 0] 61020->61220 61022 (...) 61021->61022 61155 (...) 61021->61155 61221 (...) 61220->61221 61426 (...) 61220->61426 61690 Year <= 2008.5 gini = 0.632 samples = 5142 value = [76, 2411, 17, 7, 47, 1935, 33, 0, 324, 2, 248, 0 14, 2, 1, 22, 0, 0, 1, 0, 2, 0, 0, 0] 61689->61690 61845 Hour <= 4.5 gini = 0.597 samples = 47732 value = [1539, 26936, 122, 17, 427, 13349, 165, 26, 2930, 44 1897, 21, 69, 17, 0, 80, 52, 1, 21, 0, 17, 0 2, 0] 61689->61845 61691 X Coordinate <= 1131571.5 gini = 0.633 samples = 2976 value = [47, 1260, 8, 3, 28, 1265, 6, 0, 200, 1, 143, 0 3, 1, 1, 8, 0, 0, 1, 0, 1, 0, 0, 0] 61690->61691 61780 Hour <= 19.5 gini = 0.616 samples = 2166 value = [29, 1151, 9, 4, 19, 670, 27, 0, 124, 1, 105, 0 11, 1, 0, 14, 0, 0, 0, 0, 1, 0, 0, 0] 61690->61780 61692 (...) 61691->61692 61759 (...) 61691->61759 61781 (...) 61780->61781 61824 (...) 61780->61824 61846 Hour <= 0.5 gini = 0.606 samples = 10431 value = [297, 5504, 14, 0, 97, 3444, 36, 11, 753, 19, 226 1, 3, 6, 0, 3, 13, 1, 3, 0, 0, 0, 0, 0] 61845->61846 62147 Hour <= 16.5 gini = 0.593 samples = 37301 value = [1242, 21432, 108, 17, 330, 9905, 129, 15, 2177, 25 1671, 20, 66, 11, 0, 77, 39, 0, 18, 0, 17, 0 2, 0] 61845->62147 61847 (...) 61846->61847 61968 (...) 61846->61968 62148 (...) 62147->62148 62603 (...) 62147->62603 63267 Hour <= 5.5 gini = 0.519 samples = 210703 value = [2658, 138084, 365, 47, 2649, 44915, 590, 138, 14036 80, 6155, 106, 280, 66, 0, 157, 219, 49, 47, 9 48, 0, 5, 0] 63266->63267 69734 Y Coordinate <= 1847159.0 gini = 0.598 samples = 124812 value = [3257, 72533, 265, 69, 1403, 28724, 472, 131, 11242 45, 5520, 224, 288, 53, 1, 251, 229, 11, 51, 3 40, 0, 0, 0] 63266->69734 63268 Hour <= 0.5 gini = 0.58 samples = 44883 value = [414, 26604, 102, 7, 902, 10595, 116, 65, 4905, 46 909, 24, 58, 21, 0, 22, 75, 6, 5, 2, 4, 0, 1 0] 63267->63268 64641 X Coordinate <= 1159893.5 gini = 0.501 samples = 165820 value = [2244, 111480, 263, 40, 1747, 34320, 474, 73, 9131 34, 5246, 82, 222, 45, 0, 135, 144, 43, 42, 7 44, 0, 4, 0] 63267->64641 63269 Y Coordinate <= 1918018.5 gini = 0.495 samples = 17456 value = [112, 11541, 9, 4, 279, 4460, 46, 9, 745, 5, 199 6, 15, 2, 0, 1, 17, 4, 0, 0, 2, 0, 0, 0] 63268->63269 63808 X Coordinate <= 1168836.5 gini = 0.624 samples = 27427 value = [302, 15063, 93, 3, 623, 6135, 70, 56, 4160, 41 710, 18, 43, 19, 0, 21, 58, 2, 5, 2, 2, 0, 1 0] 63268->63808 63270 (...) 63269->63270 63643 (...) 63269->63643 63809 (...) 63808->63809 64384 (...) 63808->64384 64642 Hour <= 15.5 gini = 0.548 samples = 53646 value = [1164, 33755, 118, 15, 365, 11965, 169, 42, 3472, 17 2203, 40, 86, 12, 0, 78, 77, 26, 17, 1, 24, 0 0, 0] 64641->64642 66303 Y Coordinate <= 1894880.0 gini = 0.477 samples = 112174 value = [1080, 77725, 145, 25, 1382, 22355, 305, 31, 5659, 17 3043, 42, 136, 33, 0, 57, 67, 17, 25, 6, 20, 0 4, 0] 64641->66303 64643 (...) 64642->64643 65238 (...) 64642->65238 66304 (...) 66303->66304 66597 (...) 66303->66597 69735 Hour <= 12.5 gini = 0.654 samples = 28289 value = [916, 14897, 67, 21, 242, 5999, 121, 56, 3810, 12 1850, 45, 48, 7, 0, 112, 45, 0, 22, 0, 19, 0 0, 0] 69734->69735 70612 Y Coordinate <= 1930069.5 gini = 0.58 samples = 96523 value = [2341, 57636, 198, 48, 1161, 22725, 351, 75, 7432, 33 3670, 179, 240, 46, 1, 139, 184, 11, 29, 3, 21 0, 0, 0] 69734->70612 69736 X Coordinate <= 1161262.0 gini = 0.605 samples = 11765 value = [393, 6839, 33, 5, 119, 2443, 50, 26, 1166, 8, 590 6, 15, 1, 0, 42, 15, 0, 7, 0, 7, 0, 0, 0] 69735->69736 70089 Hour <= 17.5 gini = 0.683 samples = 16524 value = [523, 8058, 34, 16, 123, 3556, 71, 30, 2644, 4 1260, 39, 33, 6, 0, 70, 30, 0, 15, 0, 12, 0, 0 0] 69735->70089 69737 (...) 69736->69737 69764 (...) 69736->69764 70090 (...) 70089->70090 70273 (...) 70089->70273 70613 Hour <= 4.5 gini = 0.549 samples = 51466 value = [1218, 32531, 101, 15, 603, 10761, 127, 39, 3770, 25 1879, 122, 75, 19, 1, 73, 78, 7, 11, 3, 8, 0 0, 0] 70612->70613 72168 Y Coordinate <= 1950345.5 gini = 0.61 samples = 45057 value = [1123, 25105, 97, 33, 558, 11964, 224, 36, 3662, 8 1791, 57, 165, 27, 0, 66, 106, 4, 18, 0, 13, 0 0, 0] 70612->72168 70614 (...) 70613->70614 70895 (...) 70613->70895 72169 (...) 72168->72169 73514 (...) 72168->73514 73562 Hour <= 7.5 gini = 0.488 samples = 105061 value = [2412, 73804, 171, 33, 9936, 7685, 1257, 20, 4312, 72 4932, 18, 303, 4, 0, 10, 27, 0, 33, 6, 25, 1 0, 0] 73561->73562 76717 Hour <= 4.5 gini = 0.511 samples = 107620 value = [917, 71507, 217, 67, 1548, 22169, 857, 44, 6531, 56 3336, 87, 82, 25, 1, 51, 94, 0, 18, 0, 12, 0 1, 0] 73561->76717 73563 Hour <= 0.5 gini = 0.557 samples = 11190 value = [129, 6959, 12, 1, 1103, 2386, 67, 2, 257, 34, 208 3, 23, 1, 0, 2, 2, 0, 0, 1, 0, 0, 0, 0] 73562->73563 73902 Hour <= 20.5 gini = 0.476 samples = 93871 value = [2283, 66845, 159, 32, 8833, 5299, 1190, 18, 4055, 38 4724, 15, 280, 3, 0, 8, 25, 0, 33, 5, 25, 1, 0 0] 73562->73902 73564 Ward <= 40.5 gini = 0.662 samples = 2804 value = [52, 1354, 1, 1, 700, 571, 16, 0, 50, 5, 47, 3 3, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 73563->73564 73647 Year <= 2010.5 gini = 0.503 samples = 8386 value = [77, 5605, 11, 0, 403, 1815, 51, 2, 207, 29, 161 0, 20, 1, 0, 2, 1, 0, 0, 1, 0, 0, 0, 0] 73563->73647 73565 Y Coordinate <= 1915444.0 gini = 0.647 samples = 2039 value = [42, 1045, 1, 1, 432, 430, 12, 0, 36, 5, 30, 2 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 73564->73565 73626 Y Coordinate <= 1913298.5 gini = 0.679 samples = 765 value = [10, 309, 0, 0, 268, 141, 4, 0, 14, 0, 17, 1, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 73564->73626 73566 Ward <= 1.5 gini = 0.657 samples = 1633 value = [35, 811, 0, 0, 377, 335, 12, 0, 29, 5, 24, 2 2, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 73565->73566 73615 Month <= 2.5 gini = 0.594 samples = 406 value = [7, 234, 1, 1, 55, 95, 0, 0, 7, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 73565->73615 73567 (...) 73566->73567 73568 (...) 73566->73568 73616 (...) 73615->73616 73617 (...) 73615->73617 73627 X Coordinate <= 1175324.5 gini = 0.624 samples = 328 value = [2, 149, 0, 0, 131, 32, 1, 0, 7, 0, 6, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 73626->73627 73636 Y Coordinate <= 1926127.5 gini = 0.704 samples = 437 value = [8, 160, 0, 0, 137, 109, 3, 0, 7, 0, 11, 1, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 73626->73636 73628 (...) 73627->73628 73629 (...) 73627->73629 73637 (...) 73636->73637 73640 (...) 73636->73640 73648 X Coordinate <= 1173082.5 gini = 0.511 samples = 5916 value = [54, 3870, 10, 0, 267, 1434, 34, 2, 107, 22, 101 0, 12, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0, 0] 73647->73648 73827 Hour <= 5.5 gini = 0.477 samples = 2470 value = [23, 1735, 1, 0, 136, 381, 17, 0, 100, 7, 60, 0 8, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 73647->73827 73649 Community Area <= 66.5 gini = 0.514 samples = 4146 value = [38, 2658, 6, 0, 146, 1120, 22, 1, 66, 15, 65, 0 8, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0] 73648->73649 73776 Y Coordinate <= 1900307.5 gini = 0.494 samples = 1770 value = [16, 1212, 4, 0, 121, 314, 12, 1, 41, 7, 36, 0 4, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 73648->73776 73650 (...) 73649->73650 73757 (...) 73649->73757 73777 (...) 73776->73777 73814 (...) 73776->73814 73828 Hour <= 3.5 gini = 0.466 samples = 1953 value = [20, 1381, 1, 0, 83, 338, 7, 0, 72, 6, 37, 0, 6 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 73827->73828 73887 Y Coordinate <= 1849531.5 gini = 0.508 samples = 517 value = [3, 354, 0, 0, 53, 43, 10, 0, 28, 1, 23, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 73827->73887 73829 (...) 73828->73829 73866 (...) 73828->73866 73888 (...) 73887->73888 73889 (...) 73887->73889 73903 Ward <= 41.5 gini = 0.465 samples = 87296 value = [2110, 62834, 149, 31, 8435, 4034, 1091, 16, 3749, 32 4443, 15, 270, 2, 0, 6, 23, 0, 31, 3, 21, 1, 0 0] 73902->73903 76522 Hour <= 21.5 gini = 0.582 samples = 6575 value = [173, 4011, 10, 1, 398, 1265, 99, 2, 306, 6, 281 0, 10, 1, 0, 2, 2, 0, 2, 2, 4, 0, 0, 0] 73902->76522 73904 Year <= 2012.5 gini = 0.488 samples = 61306 value = [1651, 43144, 112, 21, 5280, 3275, 784, 14, 3039, 32 3670, 10, 197, 2, 0, 6, 22, 0, 28, 3, 16, 0, 0 0] 73903->73904 75749 X Coordinate <= 1176322.5 gini = 0.408 samples = 25990 value = [459, 19690, 37, 10, 3155, 759, 307, 2, 710, 0, 773 5, 73, 0, 0, 0, 1, 0, 3, 0, 5, 1, 0, 0] 73903->75749 73905 Hour <= 9.5 gini = 0.471 samples = 50221 value = [1059, 35977, 98, 15, 4004, 2776, 649, 11, 2451, 24 2920, 9, 164, 2, 0, 6, 18, 0, 24, 1, 13, 0, 0 0] 73904->73905 75408 Y Coordinate <= 1907884.0 gini = 0.556 samples = 11085 value = [592, 7167, 14, 6, 1276, 499, 135, 3, 588, 8, 750 1, 33, 0, 0, 0, 4, 0, 4, 2, 3, 0, 0, 0] 73904->75408 73906 (...) 73905->73906 74011 (...) 73905->74011 75409 (...) 75408->75409 75650 (...) 75408->75650 75750 Hour <= 12.5 gini = 0.464 samples = 13702 value = [326, 9861, 26, 7, 1520, 647, 194, 1, 490, 0, 574 4, 46, 0, 0, 0, 1, 0, 1, 0, 4, 0, 0, 0] 75749->75750 76161 Year <= 2012.5 gini = 0.342 samples = 12288 value = [133, 9829, 11, 3, 1635, 112, 113, 1, 220, 0, 199 1, 27, 0, 0, 0, 0, 0, 2, 0, 1, 1, 0, 0] 75749->76161 75751 (...) 75750->75751 75860 (...) 75750->75860 76162 (...) 76161->76162 76433 (...) 76161->76433 76523 Year <= 2012.5 gini = 0.564 samples = 3162 value = [91, 2004, 6, 0, 223, 491, 53, 2, 145, 1, 135, 0 7, 0, 0, 1, 1, 0, 0, 0, 2, 0, 0, 0] 76522->76523 76620 Year <= 2009.5 gini = 0.595 samples = 3413 value = [82, 2007, 4, 1, 175, 774, 46, 0, 161, 5, 146, 0 3, 1, 0, 1, 1, 0, 2, 2, 2, 0, 0, 0] 76522->76620 76524 Y Coordinate <= 1919053.5 gini = 0.554 samples = 2593 value = [47, 1657, 5, 0, 159, 441, 44, 2, 112, 0, 119, 0 6, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 76523->76524 76603 Beat <= 1723.5 gini = 0.597 samples = 569 value = [44, 347, 1, 0, 64, 50, 9, 0, 33, 1, 16, 0, 1 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0] 76523->76603 76525 (...) 76524->76525 76582 (...) 76524->76582 76604 (...) 76603->76604 76615 (...) 76603->76615 76621 X Coordinate <= 1190722.0 gini = 0.585 samples = 2143 value = [39, 1261, 3, 0, 86, 539, 24, 0, 86, 4, 92, 0 2, 0, 0, 1, 0, 0, 2, 2, 2, 0, 0, 0] 76620->76621 76680 X Coordinate <= 1159898.5 gini = 0.609 samples = 1270 value = [43, 746, 1, 1, 89, 235, 22, 0, 75, 1, 54, 0, 1 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 76620->76680 76622 (...) 76621->76622 76679 (...) 76621->76679 76681 (...) 76680->76681 76694 (...) 76680->76694 76718 Hour <= 0.5 gini = 0.604 samples = 11473 value = [126, 6458, 54, 1, 118, 2907, 110, 13, 1359, 20 253, 7, 10, 2, 0, 9, 24, 0, 1, 0, 1, 0, 0, 0] 76717->76718 77065 Hour <= 19.5 gini = 0.498 samples = 96147 value = [791, 65049, 163, 66, 1430, 19262, 747, 31, 5172, 36 3083, 80, 72, 23, 1, 42, 70, 0, 17, 0, 11, 0 1, 0] 76717->77065 76719 Y Coordinate <= 1923088.5 gini = 0.546 samples = 4481 value = [41, 2759, 12, 0, 47, 1192, 40, 1, 273, 5, 92, 1 5, 0, 0, 4, 9, 0, 0, 0, 0, 0, 0, 0] 76718->76719 76856 Community Area <= 17.5 gini = 0.635 samples = 6992 value = [85, 3699, 42, 1, 71, 1715, 70, 12, 1086, 15, 161 6, 5, 2, 0, 5, 15, 0, 1, 0, 1, 0, 0, 0] 76718->76856 76720 Y Coordinate <= 1896285.5 gini = 0.53 samples = 3683 value = [29, 2338, 9, 0, 42, 925, 31, 1, 212, 5, 75, 1 5, 0, 0, 4, 6, 0, 0, 0, 0, 0, 0, 0] 76719->76720 76833 Y Coordinate <= 1924694.5 gini = 0.603 samples = 798 value = [12, 421, 3, 0, 5, 267, 9, 0, 61, 0, 17, 0, 0 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0] 76719->76833 76721 Year <= 2015.5 gini = 0.564 samples = 1956 value = [21, 1163, 8, 0, 9, 541, 18, 0, 134, 4, 49, 1 4, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0] 76720->76721 76782 Year <= 2014.5 gini = 0.485 samples = 1727 value = [8, 1175, 1, 0, 33, 384, 13, 1, 78, 1, 26, 0, 1 0, 0, 3, 3, 0, 0, 0, 0, 0, 0, 0] 76720->76782 76722 (...) 76721->76722 76781 (...) 76721->76781 76783 (...) 76782->76783 76830 (...) 76782->76830 76834 gini = 0.711 samples = 77 value = [1, 31, 0, 0, 2, 19, 0, 0, 19, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 76833->76834 76835 X Coordinate <= 1166942.0 gini = 0.585 samples = 721 value = [11, 390, 3, 0, 3, 248, 9, 0, 42, 0, 12, 0, 0 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0] 76833->76835 76836 (...) 76835->76836 76851 (...) 76835->76851 76857 Beat <= 1613.5 gini = 0.669 samples = 1908 value = [33, 900, 9, 0, 40, 535, 19, 0, 322, 1, 38, 2 2, 1, 0, 0, 5, 0, 0, 0, 1, 0, 0, 0] 76856->76857 76916 Community Area <= 73.5 gini = 0.62 samples = 5084 value = [52, 2799, 33, 1, 31, 1180, 51, 12, 764, 14, 123 4, 3, 1, 0, 5, 10, 0, 1, 0, 0, 0, 0, 0] 76856->76916 76858 gini = 0.644 samples = 58 value = [0, 14, 0, 0, 0, 18, 0, 0, 26, 0, 0, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 76857->76858 76859 Y Coordinate <= 1942526.0 gini = 0.666 samples = 1850 value = [33, 886, 9, 0, 40, 517, 19, 0, 296, 1, 38, 2 2, 1, 0, 0, 5, 0, 0, 0, 1, 0, 0, 0] 76857->76859 76860 (...) 76859->76860 76911 (...) 76859->76911 76917 Y Coordinate <= 1847616.0 gini = 0.617 samples = 4811 value = [50, 2671, 31, 1, 27, 1090, 48, 12, 724, 13, 120 4, 3, 1, 0, 5, 10, 0, 1, 0, 0, 0, 0, 0] 76916->76917 77058 Beat <= 2022.5 gini = 0.649 samples = 273 value = [2, 128, 2, 0, 4, 90, 3, 0, 40, 1, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 76916->77058 76918 (...) 76917->76918 76935 (...) 76917->76935 77059 (...) 77058->77059 77062 (...) 77058->77062 77066 Beat <= 131.5 gini = 0.479 samples = 78566 value = [639, 54470, 118, 59, 1260, 15061, 558, 22, 3658, 20 2465, 49, 63, 17, 1, 34, 47, 0, 16, 0, 8, 0, 1 0] 77065->77066 79445 Month <= 8.5 gini = 0.572 samples = 17581 value = [152, 10579, 45, 7, 170, 4201, 189, 9, 1514, 16 618, 31, 9, 6, 0, 8, 23, 0, 1, 0, 3, 0, 0, 0] 77065->79445 77067 X Coordinate <= 1176814.5 gini = 0.365 samples = 5785 value = [11, 4514, 4, 1, 143, 919, 43, 0, 73, 0, 73, 1 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 77066->77067 77240 Hour <= 12.5 gini = 0.487 samples = 72781 value = [628, 49956, 114, 58, 1117, 14142, 515, 22, 3585, 20 2392, 48, 60, 17, 1, 34, 47, 0, 16, 0, 8, 0, 1 0] 77066->77240 77068 Y Coordinate <= 1895685.5 gini = 0.34 samples = 4817 value = [8, 3844, 3, 1, 97, 716, 35, 0, 54, 0, 57, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 77067->77068 77211 Y Coordinate <= 1898867.0 gini = 0.474 samples = 968 value = [3, 670, 1, 0, 46, 203, 8, 0, 19, 0, 16, 1, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 77067->77211 77069 (...) 77068->77069 77086 (...) 77068->77086 77212 (...) 77211->77212 77217 (...) 77211->77217 77241 Community Area <= 5.5 gini = 0.454 samples = 31315 value = [280, 22265, 42, 17, 413, 6125, 191, 8, 1041, 16 820, 27, 26, 3, 0, 16, 13, 0, 7, 0, 4, 0, 1 0] 77240->77241 78192 X Coordinate <= 1179767.0 gini = 0.511 samples = 41466 value = [348, 27691, 72, 41, 704, 8017, 324, 14, 2544, 4 1572, 21, 34, 14, 1, 18, 34, 0, 9, 0, 4, 0, 0 0] 77240->78192 77242 (...) 77241->77242 77285 (...) 77241->77285 78193 (...) 78192->78193 79292 (...) 78192->79292 79446 Ward <= 37.5 gini = 0.589 samples = 11667 value = [110, 6808, 24, 5, 132, 2873, 128, 4, 1083, 10, 434 20, 4, 3, 0, 8, 17, 0, 1, 0, 3, 0, 0, 0] 79445->79446 79803 Y Coordinate <= 1931680.0 gini = 0.536 samples = 5914 value = [42, 3771, 21, 2, 38, 1328, 61, 5, 431, 6, 184 11, 5, 3, 0, 0, 6, 0, 0, 0, 0, 0, 0, 0] 79445->79803 79447 Beat <= 131.5 gini = 0.595 samples = 8613 value = [91, 5001, 16, 5, 87, 2016, 98, 4, 907, 8, 337 15, 3, 0, 0, 7, 14, 0, 1, 0, 3, 0, 0, 0] 79446->79447 79710 X Coordinate <= 1170745.0 gini = 0.566 samples = 3054 value = [19, 1807, 8, 0, 45, 857, 30, 0, 176, 2, 97, 5 1, 3, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0] 79446->79710 79448 (...) 79447->79448 79455 (...) 79447->79455 79711 (...) 79710->79711 79772 (...) 79710->79772 79804 Beat <= 1423.5 gini = 0.53 samples = 5284 value = [38, 3408, 20, 2, 33, 1152, 54, 5, 373, 6, 171, 9 5, 3, 0, 0, 5, 0, 0, 0, 0, 0, 0, 0] 79803->79804 79961 X Coordinate <= 1159426.0 gini = 0.581 samples = 630 value = [4, 363, 1, 0, 5, 176, 7, 0, 58, 0, 13, 2, 0 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 79803->79961 79805 (...) 79804->79805 79900 (...) 79804->79900 79962 (...) 79961->79962 79973 (...) 79961->79973 79981 Location Description <= 6.5 gini = 0.75 samples = 217283 value = [5008, 88478, 3807, 563, 3363, 31829, 3476, 692, 48981 2629, 22232, 562, 2387, 57, 13, 299, 2672, 1, 166 11, 50, 3, 3, 1] 79980->79981 86506 Ward <= 41.5 gini = 0.661 samples = 220631 value = [1552, 87720, 1498, 271, 2022, 5813, 249, 0, 89367 25, 27537, 1244, 901, 186, 48, 742, 1065, 45, 198 27, 114, 0, 7, 0] 79980->86506 79982 Hour <= 15.5 gini = 0.768 samples = 99212 value = [2104, 28531, 942, 459, 734, 9540, 2780, 4, 32778 104, 16735, 109, 2121, 16, 4, 106, 1970, 0, 133, 8 31, 3, 0, 0] 79981->79982 82927 Location Description <= 7.5 gini = 0.683 samples = 118071 value = [2904, 59947, 2865, 104, 2629, 22289, 696, 688, 16203 2525, 5497, 453, 266, 41, 9, 193, 702, 1, 33, 3 19, 0, 3, 1] 79981->82927 79983 Hour <= 7.5 gini = 0.759 samples = 85993 value = [1735, 23691, 797, 397, 637, 6015, 2290, 1, 30266, 81 15850, 102, 1948, 15, 3, 91, 1910, 0, 126, 8, 27 3, 0, 0] 79982->79983 82538 X Coordinate <= 1165828.5 gini = 0.752 samples = 13219 value = [369, 4840, 145, 62, 97, 3525, 490, 3, 2512, 23 885, 7, 173, 1, 1, 15, 60, 0, 7, 0, 4, 0, 0 0] 79982->82538 79984 Hour <= 6.5 gini = 0.722 samples = 5352 value = [169, 2387, 95, 18, 92, 1289, 136, 1, 632, 13, 348 3, 84, 1, 0, 5, 74, 0, 3, 0, 2, 0, 0, 0] 79983->79984 80145 Beat <= 132.5 gini = 0.752 samples = 80641 value = [1566, 21304, 702, 379, 545, 4726, 2154, 0, 29634, 68 15502, 99, 1864, 14, 3, 86, 1836, 0, 123, 8, 25 3, 0, 0] 79983->80145 79985 X Coordinate <= 1165752.5 gini = 0.7 samples = 2643 value = [86, 1141, 75, 9, 60, 847, 88, 1, 205, 9, 85, 2 27, 1, 0, 1, 5, 0, 0, 0, 1, 0, 0, 0] 79984->79985 80062 Community Area <= 45.5 gini = 0.725 samples = 2709 value = [83, 1246, 20, 9, 32, 442, 48, 0, 427, 4, 263, 1 57, 0, 0, 4, 69, 0, 3, 0, 1, 0, 0, 0] 79984->80062 79986 Beat <= 1572.0 gini = 0.694 samples = 1308 value = [38, 473, 39, 4, 17, 532, 40, 1, 98, 5, 43, 0 15, 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0] 79985->79986 80021 Hour <= 3.5 gini = 0.682 samples = 1335 value = [48, 668, 36, 5, 43, 315, 48, 0, 107, 4, 42, 2 12, 1, 0, 0, 3, 0, 0, 0, 1, 0, 0, 0] 79985->80021 79987 Beat <= 1118.5 gini = 0.69 samples = 790 value = [25, 335, 23, 3, 8, 274, 24, 0, 60, 1, 24, 0 11, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0] 79986->79987 80008 Beat <= 1632.5 gini = 0.671 samples = 518 value = [13, 138, 16, 1, 9, 258, 16, 1, 38, 4, 19, 0, 4 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 79986->80008 79988 (...) 79987->79988 79999 (...) 79987->79999 80009 (...) 80008->80009 80010 (...) 80008->80010 80022 X Coordinate <= 1195186.5 gini = 0.71 samples = 853 value = [33, 408, 32, 5, 35, 174, 33, 0, 93, 2, 30, 2 5, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 80021->80022 80049 Month <= 10.5 gini = 0.619 samples = 482 value = [15, 260, 4, 0, 8, 141, 15, 0, 14, 2, 12, 0, 7 1, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0] 80021->80049 80023 (...) 80022->80023 80048 (...) 80022->80048 80050 (...) 80049->80050 80061 (...) 80049->80061 80063 X Coordinate <= 1157643.5 gini = 0.694 samples = 1640 value = [48, 818, 10, 3, 21, 246, 25, 0, 255, 2, 149, 1 29, 0, 0, 2, 29, 0, 1, 0, 1, 0, 0, 0] 80062->80063 80112 Month <= 7.5 gini = 0.765 samples = 1069 value = [35, 428, 10, 6, 11, 196, 23, 0, 172, 2, 114, 0 28, 0, 0, 2, 40, 0, 2, 0, 0, 0, 0, 0] 80062->80112 80064 Year <= 2008.5 gini = 0.716 samples = 736 value = [19, 335, 1, 1, 4, 145, 8, 0, 119, 0, 73, 0, 13 0, 0, 2, 15, 0, 1, 0, 0, 0, 0, 0] 80063->80064 80087 Y Coordinate <= 1872331.5 gini = 0.67 samples = 904 value = [29, 483, 9, 2, 17, 101, 17, 0, 136, 2, 76, 1 16, 0, 0, 0, 14, 0, 0, 0, 1, 0, 0, 0] 80063->80087 80065 (...) 80064->80065 80078 (...) 80064->80078 80088 (...) 80087->80088 80095 (...) 80087->80095 80113 Ward <= 6.5 gini = 0.782 samples = 607 value = [19, 213, 4, 1, 7, 133, 12, 0, 98, 2, 79, 0, 15 0, 0, 0, 22, 0, 2, 0, 0, 0, 0, 0] 80112->80113 80130 Ward <= 19.5 gini = 0.729 samples = 462 value = [16, 215, 6, 5, 4, 63, 11, 0, 74, 0, 35, 0, 13 0, 0, 2, 18, 0, 0, 0, 0, 0, 0, 0] 80112->80130 80114 (...) 80113->80114 80115 (...) 80113->80115 80131 (...) 80130->80131 80142 (...) 80130->80142 80146 Y Coordinate <= 1895530.5 gini = 0.564 samples = 952 value = [57, 608, 5, 1, 35, 23, 15, 0, 120, 0, 76, 1, 6 0, 0, 0, 0, 0, 2, 1, 2, 0, 0, 0] 80145->80146 80173 Year <= 2007.5 gini = 0.752 samples = 79689 value = [1509, 20696, 697, 378, 510, 4703, 2139, 0, 29514, 68 15426, 98, 1858, 14, 3, 86, 1836, 0, 121, 7, 23 3, 0, 0] 80145->80173 80147 Y Coordinate <= 1894551.5 gini = 0.719 samples = 131 value = [6, 35, 3, 1, 0, 6, 0, 0, 55, 0, 22, 0, 1, 0 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 80146->80147 80150 X Coordinate <= 1176589.0 gini = 0.496 samples = 821 value = [51, 573, 2, 0, 35, 17, 15, 0, 65, 0, 54, 1, 5 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0] 80146->80150 80148 gini = 0.737 samples = 81 value = [5, 26, 2, 1, 0, 0, 0, 0, 27, 0, 17, 0, 1, 0 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 80147->80148 80149 gini = 0.629 samples = 50 value = [1, 9, 1, 0, 0, 6, 0, 0, 28, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 80147->80149 80151 X Coordinate <= 1176323.0 gini = 0.601 samples = 424 value = [37, 257, 0, 0, 17, 11, 10, 0, 48, 0, 38, 1, 2 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0] 80150->80151 80162 Year <= 2012.5 gini = 0.359 samples = 397 value = [14, 316, 2, 0, 18, 6, 5, 0, 17, 0, 16, 0, 3 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 80150->80162 80152 (...) 80151->80152 80155 (...) 80151->80155 80163 (...) 80162->80163 80172 (...) 80162->80172 80174 Beat <= 1572.0 gini = 0.744 samples = 37300 value = [543, 8199, 318, 166, 213, 2482, 1024, 0, 15091, 49 7231, 28, 821, 4, 1, 39, 1013, 0, 61, 5, 9, 3 0, 0] 80173->80174 81289 Beat <= 1611.5 gini = 0.755 samples = 42389 value = [966, 12497, 379, 212, 297, 2221, 1115, 0, 14423, 19 8195, 70, 1037, 10, 2, 47, 823, 0, 60, 2, 14, 0 0, 0] 80173->81289 80175 Month <= 5.5 gini = 0.736 samples = 26912 value = [359, 5304, 208, 133, 129, 1765, 708, 0, 11293, 34 5568, 23, 579, 4, 1, 25, 721, 0, 44, 5, 8, 1 0, 0] 80174->80175 80978 Beat <= 2212.5 gini = 0.756 samples = 10388 value = [184, 2895, 110, 33, 84, 717, 316, 0, 3798, 15 1663, 5, 242, 0, 0, 14, 292, 0, 17, 0, 1, 2, 0 0] 80174->80978 80176 (...) 80175->80176 80583 (...) 80175->80583 80979 (...) 80978->80979 81150 (...) 80978->81150 81290 Month <= 5.5 gini = 0.753 samples = 30240 value = [646, 8245, 257, 148, 170, 1520, 794, 0, 10579, 12 6440, 26, 727, 4, 0, 27, 586, 0, 48, 0, 11, 0 0, 0] 81289->81290 82191 Beat <= 2411.5 gini = 0.751 samples = 12149 value = [320, 4252, 122, 64, 127, 701, 321, 0, 3844, 7 1755, 44, 310, 6, 2, 20, 237, 0, 12, 2, 3, 0 0, 0] 81289->82191 81291 (...) 81290->81291 81794 (...) 81290->81794 82192 (...) 82191->82192 82461 (...) 82191->82461 82539 Month <= 3.5 gini = 0.749 samples = 6711 value = [171, 2127, 84, 27, 33, 2243, 227, 1, 1209, 13, 442 3, 86, 0, 1, 8, 29, 0, 4, 0, 3, 0, 0, 0] 82538->82539 82738 Community Area <= 41.5 gini = 0.74 samples = 6508 value = [198, 2713, 61, 35, 64, 1282, 263, 2, 1303, 10, 443 4, 87, 1, 0, 7, 31, 0, 3, 0, 1, 0, 0, 0] 82538->82738 82540 Hour <= 18.5 gini = 0.772 samples = 1392 value = [61, 496, 21, 4, 9, 289, 40, 0, 297, 1, 133, 0 22, 0, 0, 4, 13, 0, 0, 0, 2, 0, 0, 0] 82539->82540 82581 X Coordinate <= 1148593.0 gini = 0.736 samples = 5319 value = [110, 1631, 63, 23, 24, 1954, 187, 1, 912, 12, 309 3, 64, 0, 1, 4, 16, 0, 4, 0, 1, 0, 0, 0] 82539->82581 82541 X Coordinate <= 1146375.5 gini = 0.755 samples = 1015 value = [22, 397, 14, 3, 6, 160, 33, 0, 232, 1, 115, 0 16, 0, 0, 4, 10, 0, 0, 0, 2, 0, 0, 0] 82540->82541 82570 Beat <= 1013.5 gini = 0.77 samples = 377 value = [39, 99, 7, 1, 3, 129, 7, 0, 65, 0, 18, 0, 6 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0] 82540->82570 82542 Y Coordinate <= 1915416.0 gini = 0.77 samples = 220 value = [7, 66, 3, 1, 1, 38, 3, 0, 65, 0, 32, 0, 0, 0 0, 2, 2, 0, 0, 0, 0, 0, 0, 0] 82541->82542 82547 Year <= 2006.5 gini = 0.746 samples = 795 value = [15, 331, 11, 2, 5, 122, 30, 0, 167, 1, 83, 0 16, 0, 0, 2, 8, 0, 0, 0, 2, 0, 0, 0] 82541->82547 82543 (...) 82542->82543 82546 (...) 82542->82546 82548 (...) 82547->82548 82553 (...) 82547->82553 82571 gini = 0.708 samples = 83 value = [4, 16, 3, 0, 0, 40, 3, 0, 9, 0, 6, 0, 0, 0 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 82570->82571 82572 Y Coordinate <= 1906465.0 gini = 0.776 samples = 294 value = [35, 83, 4, 1, 3, 89, 4, 0, 56, 0, 12, 0, 6 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 82570->82572 82573 (...) 82572->82573 82576 (...) 82572->82576 82582 X Coordinate <= 1130525.5 gini = 0.712 samples = 1746 value = [26, 401, 17, 5, 3, 774, 61, 0, 317, 4, 104, 0 28, 0, 0, 0, 4, 0, 2, 0, 0, 0, 0, 0] 82581->82582 82633 Month <= 10.5 gini = 0.739 samples = 3573 value = [84, 1230, 46, 18, 21, 1180, 126, 1, 595, 8, 205 3, 36, 0, 1, 4, 12, 0, 2, 0, 1, 0, 0, 0] 82581->82633 82583 Month <= 9.5 gini = 0.564 samples = 229 value = [0, 32, 2, 0, 0, 143, 3, 0, 36, 0, 6, 0, 7, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 82582->82583 82588 Community Area <= 59.5 gini = 0.727 samples = 1517 value = [26, 369, 15, 5, 3, 631, 58, 0, 281, 4, 98, 0 21, 0, 0, 0, 4, 0, 2, 0, 0, 0, 0, 0] 82582->82588 82584 (...) 82583->82584 82587 (...) 82583->82587 82589 (...) 82588->82589 82632 (...) 82588->82632 82634 Year <= 2010.5 gini = 0.738 samples = 2895 value = [62, 936, 38, 13, 16, 1024, 114, 1, 475, 8, 160 1, 28, 0, 1, 3, 12, 0, 2, 0, 1, 0, 0, 0] 82633->82634 82719 Beat <= 2211.5 gini = 0.722 samples = 678 value = [22, 294, 8, 5, 5, 156, 12, 0, 120, 0, 45, 2, 8 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 82633->82719 82635 (...) 82634->82635 82702 (...) 82634->82702 82720 (...) 82719->82720 82737 (...) 82719->82737 82739 Beat <= 132.5 gini = 0.672 samples = 2635 value = [97, 1391, 22, 17, 44, 367, 79, 0, 402, 2, 163, 2 34, 0, 0, 4, 9, 0, 1, 0, 1, 0, 0, 0] 82738->82739 82818 Hour <= 19.5 gini = 0.765 samples = 3873 value = [101, 1322, 39, 18, 20, 915, 184, 2, 901, 8, 280 2, 53, 1, 0, 3, 22, 0, 2, 0, 0, 0, 0, 0] 82738->82818 82740 X Coordinate <= 1176499.0 gini = 0.545 samples = 446 value = [28, 295, 5, 5, 15, 22, 9, 0, 29, 0, 31, 0, 7 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 82739->82740 82751 Beat <= 234.5 gini = 0.689 samples = 2189 value = [69, 1096, 17, 12, 29, 345, 70, 0, 373, 2, 132, 2 27, 0, 0, 4, 9, 0, 1, 0, 1, 0, 0, 0] 82739->82751 82741 Month <= 5.5 gini = 0.706 samples = 160 value = [12, 80, 3, 2, 6, 9, 6, 0, 20, 0, 20, 0, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 82740->82741 82744 Y Coordinate <= 1898379.0 gini = 0.426 samples = 286 value = [16, 215, 2, 3, 9, 13, 3, 0, 9, 0, 11, 0, 5 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 82740->82744 82742 (...) 82741->82742 82743 (...) 82741->82743 82745 (...) 82744->82745 82746 (...) 82744->82746 82752 Month <= 5.5 gini = 0.74 samples = 613 value = [7, 249, 9, 3, 6, 86, 36, 0, 155, 1, 52, 0, 5 0, 0, 0, 3, 0, 1, 0, 0, 0, 0, 0] 82751->82752 82769 Y Coordinate <= 1869487.0 gini = 0.66 samples = 1576 value = [62, 847, 8, 9, 23, 259, 34, 0, 218, 1, 80, 2 22, 0, 0, 4, 6, 0, 0, 0, 1, 0, 0, 0] 82751->82769 82753 (...) 82752->82753 82760 (...) 82752->82760 82770 (...) 82769->82770 82773 (...) 82769->82773 82819 Month <= 5.5 gini = 0.767 samples = 3011 value = [80, 1009, 26, 12, 17, 628, 143, 1, 780, 7, 243 2, 40, 0, 0, 3, 20, 0, 0, 0, 0, 0, 0, 0] 82818->82819 82902 Ward <= 9.5 gini = 0.732 samples = 862 value = [21, 313, 13, 6, 3, 287, 41, 1, 121, 1, 37, 0 13, 1, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0] 82818->82902 82820 X Coordinate <= 1199168.0 gini = 0.762 samples = 1360 value = [40, 429, 13, 4, 5, 210, 57, 0, 436, 2, 126, 2 22, 0, 0, 3, 11, 0, 0, 0, 0, 0, 0, 0] 82819->82820 82857 Month <= 8.5 gini = 0.76 samples = 1651 value = [40, 580, 13, 8, 12, 418, 86, 1, 344, 5, 117, 0 18, 0, 0, 0, 9, 0, 0, 0, 0, 0, 0, 0] 82819->82857 82821 (...) 82820->82821 82856 (...) 82820->82856 82858 (...) 82857->82858 82875 (...) 82857->82875 82903 Y Coordinate <= 1847914.5 gini = 0.716 samples = 335 value = [8, 145, 5, 5, 0, 89, 14, 1, 50, 1, 12, 0, 3 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 82902->82903 82912 Ward <= 15.5 gini = 0.733 samples = 527 value = [13, 168, 8, 1, 3, 198, 27, 0, 71, 0, 25, 0, 10 1, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0] 82902->82912 82904 (...) 82903->82904 82907 (...) 82903->82907 82913 (...) 82912->82913 82916 (...) 82912->82916 82928 X Coordinate <= 1159994.5 gini = 0.642 samples = 64297 value = [2228, 35302, 1171, 73, 2478, 14108, 500, 454, 4163 2294, 1040, 222, 89, 9, 0, 50, 99, 0, 8, 1, 5 0, 2, 1] 82927->82928 84869 Hour <= 14.5 gini = 0.708 samples = 53774 value = [676, 24645, 1694, 31, 151, 8181, 196, 234, 12040 231, 4457, 231, 177, 32, 9, 143, 603, 1, 25, 2 14, 0, 1, 0] 82927->84869 82929 Year <= 2006.5 gini = 0.653 samples = 32544 value = [1482, 16428, 445, 28, 648, 9478, 188, 181, 1538 1447, 450, 118, 32, 0, 0, 22, 52, 0, 3, 0, 3 0, 0, 1] 82928->82929 83908 Hour <= 5.5 gini = 0.613 samples = 31753 value = [746, 18874, 726, 45, 1830, 4630, 312, 273, 2625, 847 590, 104, 57, 9, 0, 28, 47, 0, 5, 1, 2, 0, 2 0] 82928->83908 82930 Year <= 2004.5 gini = 0.608 samples = 16642 value = [407, 8361, 154, 8, 137, 6150, 59, 82, 516, 562 153, 27, 9, 0, 0, 6, 8, 0, 1, 0, 2, 0, 0, 0] 82929->82930 83427 Hour <= 6.5 gini = 0.685 samples = 15902 value = [1075, 8067, 291, 20, 511, 3328, 129, 99, 1022, 885 297, 91, 23, 0, 0, 16, 44, 0, 2, 0, 1, 0, 0 1] 82929->83427 82931 Hour <= 6.5 gini = 0.651 samples = 3771 value = [95, 2062, 81, 6, 63, 726, 27, 71, 249, 311, 68 0, 4, 0, 0, 3, 4, 0, 1, 0, 0, 0, 0, 0] 82930->82931 83046 Beat <= 1371.0 gini = 0.581 samples = 12871 value = [312, 6299, 73, 2, 74, 5424, 32, 11, 267, 251, 85 27, 5, 0, 0, 3, 4, 0, 0, 0, 2, 0, 0, 0] 82930->83046 82932 Month <= 6.5 gini = 0.742 samples = 1218 value = [25, 506, 43, 1, 29, 287, 7, 40, 76, 184, 16, 0 0, 0, 0, 1, 3, 0, 0, 0, 0, 0, 0, 0] 82931->82932 82967 Hour <= 12.5 gini = 0.59 samples = 2553 value = [70, 1556, 38, 5, 34, 439, 20, 31, 173, 127, 52 0, 4, 0, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0] 82931->82967 82933 (...) 82932->82933 82946 (...) 82932->82946 82968 (...) 82967->82968 82985 (...) 82967->82985 83047 Hour <= 5.5 gini = 0.711 samples = 1560 value = [46, 711, 33, 2, 16, 395, 5, 8, 134, 139, 37, 25 2, 0, 0, 1, 4, 0, 0, 0, 2, 0, 0, 0] 83046->83047 83092 Hour <= 5.5 gini = 0.557 samples = 11311 value = [266, 5588, 40, 0, 58, 5029, 27, 3, 133, 112, 48 2, 3, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 83046->83092 83048 (...) 83047->83048 83063 (...) 83047->83063 83093 (...) 83092->83093 83178 (...) 83092->83178 83428 Year <= 2009.5 gini = 0.748 samples = 4622 value = [291, 1931, 142, 5, 211, 1071, 37, 33, 318, 493, 59 9, 3, 0, 0, 5, 13, 0, 0, 0, 0, 0, 0, 1] 83427->83428 83573 Beat <= 1032.5 gini = 0.653 samples = 11280 value = [784, 6136, 149, 15, 300, 2257, 92, 66, 704, 392 238, 82, 20, 0, 0, 11, 31, 0, 2, 0, 1, 0, 0 0] 83427->83573 83429 Beat <= 2011.5 gini = 0.768 samples = 2320 value = [203, 829, 56, 3, 91, 631, 19, 10, 149, 295, 16 6, 2, 0, 0, 4, 6, 0, 0, 0, 0, 0, 0, 0] 83428->83429 83502 Beat <= 834.5 gini = 0.715 samples = 2302 value = [88, 1102, 86, 2, 120, 440, 18, 23, 169, 198, 43 3, 1, 0, 0, 1, 7, 0, 0, 0, 0, 0, 0, 1] 83428->83502 83430 (...) 83429->83430 83481 (...) 83429->83481 83503 (...) 83502->83503 83516 (...) 83502->83516 83574 Hour <= 14.5 gini = 0.706 samples = 3552 value = [471, 1668, 52, 4, 57, 796, 33, 25, 188, 122, 80 39, 4, 0, 0, 4, 8, 0, 1, 0, 0, 0, 0, 0] 83573->83574 83679 Hour <= 14.5 gini = 0.621 samples = 7728 value = [313, 4468, 97, 11, 243, 1461, 59, 41, 516, 270 158, 43, 16, 0, 0, 7, 23, 0, 1, 0, 1, 0, 0 0] 83573->83679 83575 (...) 83574->83575 83618 (...) 83574->83618 83680 (...) 83679->83680 83763 (...) 83679->83763 83909 Ward <= 41.0 gini = 0.709 samples = 7153 value = [101, 3513, 308, 6, 626, 1128, 41, 95, 770, 417 116, 5, 8, 0, 0, 5, 13, 0, 1, 0, 0, 0, 0, 0] 83908->83909 84122 Y Coordinate <= 1895348.5 gini = 0.58 samples = 24600 value = [645, 15361, 418, 39, 1204, 3502, 271, 178, 1855, 430 474, 99, 49, 9, 0, 23, 34, 0, 4, 1, 2, 0, 2 0] 83908->84122 83910 Community Area <= 29.5 gini = 0.699 samples = 5640 value = [74, 2820, 244, 5, 329, 956, 23, 93, 591, 393, 87 3, 3, 0, 0, 5, 13, 0, 1, 0, 0, 0, 0, 0] 83909->83910 84075 X Coordinate <= 1177295.0 gini = 0.722 samples = 1513 value = [27, 693, 64, 1, 297, 172, 18, 2, 179, 24, 29, 2 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 83909->84075 83911 Hour <= 1.5 gini = 0.603 samples = 1643 value = [8, 972, 27, 0, 113, 308, 7, 6, 113, 70, 14, 1 1, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0] 83910->83911 83958 Beat <= 672.5 gini = 0.732 samples = 3997 value = [66, 1848, 217, 5, 216, 648, 16, 87, 478, 323, 73 2, 2, 0, 0, 5, 10, 0, 1, 0, 0, 0, 0, 0] 83910->83958 83912 (...) 83911->83912 83935 (...) 83911->83935 83959 (...) 83958->83959 84022 (...) 83958->84022 84076 Y Coordinate <= 1918911.5 gini = 0.714 samples = 1427 value = [26, 671, 61, 0, 270, 169, 16, 2, 155, 24, 26, 2 5, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 84075->84076 84121 gini = 0.754 samples = 86 value = [1, 22, 3, 1, 27, 3, 2, 0, 24, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 84075->84121 84077 (...) 84076->84077 84098 (...) 84076->84098 84123 Hour <= 13.5 gini = 0.617 samples = 14155 value = [461, 8358, 310, 26, 431, 2061, 159, 167, 1321, 364 339, 83, 23, 6, 0, 11, 30, 0, 3, 0, 1, 0, 1 0] 84122->84123 84558 X Coordinate <= 1168797.5 gini = 0.523 samples = 10445 value = [184, 7003, 108, 13, 773, 1441, 112, 11, 534, 66 135, 16, 26, 3, 0, 12, 4, 0, 1, 1, 1, 0, 1 0] 84122->84558 84124 X Coordinate <= 1161184.5 gini = 0.566 samples = 5458 value = [195, 3498, 100, 13, 195, 641, 46, 50, 396, 132 117, 53, 9, 1, 0, 4, 6, 0, 2, 0, 0, 0, 0, 0] 84123->84124 84291 Year <= 2008.5 gini = 0.646 samples = 8697 value = [266, 4860, 210, 13, 236, 1420, 113, 117, 925, 232 222, 30, 14, 5, 0, 7, 24, 0, 1, 0, 1, 0, 1 0] 84123->84291 84125 (...) 84124->84125 84132 (...) 84124->84132 84292 (...) 84291->84292 84419 (...) 84291->84419 84559 Beat <= 1934.0 gini = 0.499 samples = 5793 value = [131, 3957, 54, 4, 206, 1003, 41, 10, 252, 55, 59 7, 7, 2, 0, 1, 3, 0, 1, 0, 0, 0, 0, 0] 84558->84559 84732 Beat <= 122.5 gini = 0.543 samples = 4652 value = [53, 3046, 54, 9, 567, 438, 71, 1, 282, 11, 76, 9 19, 1, 0, 11, 1, 0, 0, 1, 1, 0, 1, 0] 84558->84732 84560 (...) 84559->84560 84699 (...) 84559->84699 84733 (...) 84732->84733 84762 (...) 84732->84762 84870 Hour <= 4.5 gini = 0.684 samples = 25998 value = [382, 13002, 921, 9, 87, 3733, 83, 140, 5102, 124 1917, 92, 70, 16, 1, 66, 233, 0, 9, 2, 9, 0, 0 0] 84869->84870 85677 Month <= 10.5 gini = 0.727 samples = 27776 value = [294, 11643, 773, 22, 64, 4448, 113, 94, 6938, 107 2540, 139, 107, 16, 8, 77, 370, 1, 16, 0, 5, 0 1, 0] 84869->85677 84871 Hour <= 0.5 gini = 0.707 samples = 9015 value = [88, 3993, 392, 2, 26, 1524, 34, 60, 2284, 77, 397 15, 18, 3, 0, 14, 84, 0, 0, 2, 2, 0, 0, 0] 84870->84871 85146 Hour <= 10.5 gini = 0.665 samples = 16983 value = [294, 9009, 529, 7, 61, 2209, 49, 80, 2818, 47 1520, 77, 52, 13, 1, 52, 149, 0, 9, 0, 7, 0, 0 0] 84870->85146 84872 X Coordinate <= 1161790.0 gini = 0.711 samples = 2638 value = [27, 1166, 82, 2, 8, 558, 10, 14, 563, 26, 118, 7 6, 0, 0, 7, 42, 0, 0, 0, 2, 0, 0, 0] 84871->84872 84951 X Coordinate <= 1127649.5 gini = 0.703 samples = 6377 value = [61, 2827, 310, 0, 18, 966, 24, 46, 1721, 51, 279 8, 12, 3, 0, 7, 42, 0, 0, 2, 0, 0, 0, 0] 84871->84951 84873 Beat <= 822.5 gini = 0.723 samples = 1282 value = [13, 521, 31, 1, 3, 283, 4, 7, 315, 13, 59, 3 6, 0, 0, 2, 19, 0, 0, 0, 2, 0, 0, 0] 84872->84873 84910 Y Coordinate <= 1882453.0 gini = 0.695 samples = 1356 value = [14, 645, 51, 1, 5, 275, 6, 7, 248, 13, 59, 4 0, 0, 0, 5, 23, 0, 0, 0, 0, 0, 0, 0] 84872->84910 84874 (...) 84873->84874 84875 (...) 84873->84875 84911 (...) 84910->84911 84934 (...) 84910->84934 84952 gini = 0.665 samples = 51 value = [1, 9, 0, 0, 0, 10, 0, 0, 26, 0, 2, 0, 3, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 84951->84952 84953 Y Coordinate <= 1931960.0 gini = 0.702 samples = 6326 value = [60, 2818, 310, 0, 18, 956, 24, 46, 1695, 51, 277 8, 9, 3, 0, 7, 42, 0, 0, 2, 0, 0, 0, 0] 84951->84953 84954 (...) 84953->84954 85133 (...) 84953->85133 85147 Y Coordinate <= 1929609.0 gini = 0.65 samples = 7905 value = [144, 4344, 352, 2, 25, 1142, 18, 52, 1118, 30, 564 18, 22, 6, 0, 28, 38, 0, 1, 0, 1, 0, 0, 0] 85146->85147 85390 X Coordinate <= 1165414.5 gini = 0.675 samples = 9078 value = [150, 4665, 177, 5, 36, 1067, 31, 28, 1700, 17, 956 59, 30, 7, 1, 24, 111, 0, 8, 0, 6, 0, 0, 0] 85146->85390 85148 Ward <= 38.5 gini = 0.643 samples = 7228 value = [139, 4027, 333, 2, 24, 1018, 17, 49, 997, 28, 492 18, 21, 4, 0, 24, 34, 0, 1, 0, 0, 0, 0, 0] 85147->85148 85371 Community Area <= 46.0 gini = 0.703 samples = 677 value = [5, 317, 19, 0, 1, 124, 1, 3, 121, 2, 72, 0, 1 2, 0, 4, 4, 0, 0, 0, 1, 0, 0, 0] 85147->85371 85149 (...) 85148->85149 85358 (...) 85148->85358 85372 (...) 85371->85372 85389 (...) 85371->85389 85391 Community Area <= 22.5 gini = 0.698 samples = 4869 value = [92, 2345, 115, 2, 17, 598, 16, 14, 981, 11, 560 19, 20, 3, 0, 12, 54, 0, 6, 0, 4, 0, 0, 0] 85390->85391 85544 X Coordinate <= 1196670.5 gini = 0.645 samples = 4209 value = [58, 2320, 62, 3, 19, 469, 15, 14, 719, 6, 396 40, 10, 4, 1, 12, 57, 0, 2, 0, 2, 0, 0, 0] 85390->85544 85392 (...) 85391->85392 85435 (...) 85391->85435 85545 (...) 85544->85545 85672 (...) 85544->85672 85678 Month <= 2.5 gini = 0.732 samples = 23859 value = [254, 9663, 641, 21, 55, 3812, 102, 76, 6248, 88 2260, 121, 99, 12, 8, 62, 316, 1, 14, 0, 5, 0 1, 0] 85677->85678 86389 Community Area <= 10.5 gini = 0.68 samples = 3917 value = [40, 1980, 132, 1, 9, 636, 11, 18, 690, 19, 280 18, 8, 4, 0, 15, 54, 0, 2, 0, 0, 0, 0, 0] 85677->86389 85679 Hour <= 16.5 gini = 0.672 samples = 2903 value = [30, 1486, 88, 1, 6, 468, 10, 12, 532, 8, 199, 7 11, 1, 0, 8, 32, 0, 3, 0, 1, 0, 0, 0] 85678->85679 85760 Year <= 2008.5 gini = 0.737 samples = 20956 value = [224, 8177, 553, 20, 49, 3344, 92, 64, 5716, 80 2061, 114, 88, 11, 8, 54, 284, 1, 11, 0, 4, 0 1, 0] 85678->85760 85680 Month <= 1.5 gini = 0.702 samples = 699 value = [8, 325, 26, 1, 4, 87, 1, 3, 167, 2, 62, 1, 2 0, 0, 4, 6, 0, 0, 0, 0, 0, 0, 0] 85679->85680 85697 Community Area <= 50.5 gini = 0.66 samples = 2204 value = [22, 1161, 62, 0, 2, 381, 9, 9, 365, 6, 137, 6 9, 1, 0, 4, 26, 0, 3, 0, 1, 0, 0, 0] 85679->85697 85681 (...) 85680->85681 85690 (...) 85680->85690 85698 (...) 85697->85698 85743 (...) 85697->85743 85761 Ward <= 41.5 gini = 0.742 samples = 12094 value = [132, 4436, 333, 10, 30, 2035, 45, 32, 3507, 42 1183, 95, 50, 7, 8, 30, 111, 1, 4, 0, 3, 0, 0 0] 85760->85761 86124 X Coordinate <= 1160236.5 gini = 0.727 samples = 8862 value = [92, 3741, 220, 10, 19, 1309, 47, 32, 2209, 38, 878 19, 38, 4, 0, 24, 173, 0, 7, 0, 1, 0, 1, 0] 85760->86124 85762 (...) 85761->85762 86077 (...) 85761->86077 86125 (...) 86124->86125 86246 (...) 86124->86246 86390 Community Area <= 5.5 gini = 0.595 samples = 537 value = [8, 320, 9, 0, 0, 99, 2, 0, 60, 1, 29, 2, 2 3, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 86389->86390 86407 Month <= 11.5 gini = 0.692 samples = 3380 value = [32, 1660, 123, 1, 9, 537, 9, 18, 630, 18, 251 16, 6, 1, 0, 15, 52, 0, 2, 0, 0, 0, 0, 0] 86389->86407 86391 X Coordinate <= 1164083.5 gini = 0.664 samples = 288 value = [6, 149, 6, 0, 0, 55, 0, 0, 48, 0, 16, 2, 2 2, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 86390->86391 86400 X Coordinate <= 1168305.5 gini = 0.492 samples = 249 value = [2, 171, 3, 0, 0, 44, 2, 0, 12, 1, 13, 0, 0 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 86390->86400 86392 (...) 86391->86392 86397 (...) 86391->86397 86401 (...) 86400->86401 86402 (...) 86400->86402 86408 X Coordinate <= 1138169.0 gini = 0.712 samples = 1860 value = [23, 849, 65, 1, 7, 305, 5, 10, 395, 9, 143, 7 3, 1, 0, 12, 24, 0, 1, 0, 0, 0, 0, 0] 86407->86408 86461 Year <= 2006.5 gini = 0.661 samples = 1520 value = [9, 811, 58, 0, 2, 232, 4, 8, 235, 9, 108, 9, 3 0, 0, 3, 28, 0, 1, 0, 0, 0, 0, 0] 86407->86461 86409 (...) 86408->86409 86412 (...) 86408->86412 86462 (...) 86461->86462 86485 (...) 86461->86485 86507 Hour <= 13.5 gini = 0.662 samples = 190245 value = [1230, 71696, 1227, 240, 1296, 4918, 223, 0, 80020 22, 25330, 1193, 692, 149, 48, 678, 942, 42, 176 25, 95, 0, 3, 0] 86506->86507 92316 Y Coordinate <= 1922838.5 gini = 0.62 samples = 30386 value = [322, 16024, 271, 31, 726, 895, 26, 0, 9347, 3 2207, 51, 209, 37, 0, 64, 123, 3, 22, 2, 19, 0 4, 0] 86506->92316 86508 Hour <= 4.5 gini = 0.667 samples = 68048 value = [515, 28786, 613, 84, 552, 2991, 69, 0, 25359, 12 7656, 446, 179, 55, 12, 280, 311, 21, 62, 10, 34 0, 1, 0] 86507->86508 88573 Year <= 2008.5 gini = 0.655 samples = 122197 value = [715, 42910, 614, 156, 744, 1927, 154, 0, 54661, 10 17674, 747, 513, 94, 36, 398, 631, 21, 114, 15, 61 0, 2, 0] 86507->88573 86509 Ward <= 8.5 gini = 0.601 samples = 29628 value = [115, 12269, 214, 13, 81, 721, 18, 0, 13981, 8 1836, 79, 57, 22, 1, 28, 158, 8, 8, 3, 8, 0, 0 0] 86508->86509 87404 Year <= 2007.5 gini = 0.701 samples = 38420 value = [400, 16517, 399, 71, 471, 2270, 51, 0, 11378, 4 5820, 367, 122, 33, 11, 252, 153, 13, 54, 7, 26 0, 1, 0] 86508->87404 86510 Hour <= 3.5 gini = 0.596 samples = 7009 value = [21, 3345, 41, 1, 24, 158, 8, 0, 2906, 0, 418, 14 9, 1, 0, 12, 43, 0, 2, 3, 3, 0, 0, 0] 86509->86510 86709 Y Coordinate <= 1908654.5 gini = 0.6 samples = 22619 value = [94, 8924, 173, 12, 57, 563, 10, 0, 11075, 8, 1418 65, 48, 21, 1, 16, 115, 8, 6, 0, 5, 0, 0, 0] 86509->86709 86511 Beat <= 1431.5 gini = 0.6 samples = 6258 value = [20, 2909, 38, 1, 24, 143, 8, 0, 2648, 0, 386, 14 9, 1, 0, 9, 40, 0, 2, 3, 3, 0, 0, 0] 86510->86511 86688 Y Coordinate <= 1909921.5 gini = 0.543 samples = 751 value = [1, 436, 3, 0, 0, 15, 0, 0, 258, 0, 32, 0, 0 0, 0, 3, 3, 0, 0, 0, 0, 0, 0, 0] 86510->86688 86512 Beat <= 133.5 gini = 0.599 samples = 5745 value = [19, 2625, 29, 1, 20, 130, 6, 0, 2489, 0, 359, 9 7, 1, 0, 9, 35, 0, 2, 3, 1, 0, 0, 0] 86511->86512 86675 Y Coordinate <= 1912662.5 gini = 0.593 samples = 513 value = [1, 284, 9, 0, 4, 13, 2, 0, 159, 0, 27, 5, 2 0, 0, 0, 5, 0, 0, 0, 2, 0, 0, 0] 86511->86675 86513 (...) 86512->86513 86520 (...) 86512->86520 86676 (...) 86675->86676 86687 (...) 86675->86687 86689 X Coordinate <= 1190868.5 gini = 0.54 samples = 674 value = [1, 400, 3, 0, 0, 14, 0, 0, 218, 0, 32, 0, 0 0, 0, 3, 3, 0, 0, 0, 0, 0, 0, 0] 86688->86689 86708 gini = 0.511 samples = 77 value = [0, 36, 0, 0, 0, 1, 0, 0, 40, 0, 0, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 86688->86708 86690 (...) 86689->86690 86707 (...) 86689->86707 86710 Y Coordinate <= 1865130.0 gini = 0.597 samples = 16931 value = [65, 6421, 100, 11, 32, 407, 7, 0, 8526, 1, 1131 62, 35, 14, 1, 8, 94, 7, 4, 0, 5, 0, 0, 0] 86709->86710 87221 X Coordinate <= 1127847.5 gini = 0.602 samples = 5688 value = [29, 2503, 73, 1, 25, 156, 3, 0, 2549, 7, 287, 3 13, 7, 0, 8, 21, 1, 2, 0, 0, 0, 0, 0] 86709->87221 86711 Hour <= 3.5 gini = 0.622 samples = 6314 value = [35, 2515, 26, 9, 8, 174, 1, 0, 2900, 1, 533, 32 15, 2, 1, 5, 50, 5, 0, 0, 2, 0, 0, 0] 86710->86711 86894 Year <= 2008.5 gini = 0.58 samples = 10617 value = [30, 3906, 74, 2, 24, 233, 6, 0, 5626, 0, 598, 30 20, 12, 0, 3, 44, 2, 4, 0, 3, 0, 0, 0] 86710->86894 86712 (...) 86711->86712 86877 (...) 86711->86877 86895 (...) 86894->86895 87062 (...) 86894->87062 87222 Y Coordinate <= 1922739.0 gini = 0.517 samples = 169 value = [1, 37, 4, 0, 1, 6, 0, 0, 111, 2, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 87221->87222 87227 Y Coordinate <= 1942751.5 gini = 0.602 samples = 5519 value = [28, 2466, 69, 1, 24, 150, 3, 0, 2438, 5, 280, 3 13, 7, 0, 8, 21, 1, 2, 0, 0, 0, 0, 0] 87221->87227 87223 (...) 87222->87223 87224 (...) 87222->87224 87228 (...) 87227->87228 87403 (...) 87227->87403 87405 Hour <= 6.5 gini = 0.738 samples = 14481 value = [137, 5287, 173, 23, 143, 1889, 9, 0, 4356, 0, 2072 185, 41, 3, 5, 91, 32, 10, 17, 3, 5, 0, 0, 0] 87404->87405 87840 Beat <= 132.5 gini = 0.669 samples = 23939 value = [263, 11230, 226, 48, 328, 381, 42, 0, 7022, 4 3748, 182, 81, 30, 6, 161, 121, 3, 37, 4, 21, 0 1, 0] 87404->87840 87406 X Coordinate <= 1182057.5 gini = 0.603 samples = 1684 value = [13, 937, 41, 0, 6, 77, 0, 0, 475, 0, 114, 2, 3 0, 0, 6, 1, 6, 0, 1, 2, 0, 0, 0] 87405->87406 87459 Hour <= 9.5 gini = 0.748 samples = 12797 value = [124, 4350, 132, 23, 137, 1812, 9, 0, 3881, 0, 1958 183, 38, 3, 5, 85, 31, 4, 17, 2, 3, 0, 0, 0] 87405->87459 87407 Y Coordinate <= 1887926.5 gini = 0.614 samples = 1479 value = [8, 795, 39, 0, 6, 71, 0, 0, 441, 0, 101, 0, 3 0, 0, 6, 0, 6, 0, 1, 2, 0, 0, 0] 87406->87407 87452 Y Coordinate <= 1850853.0 gini = 0.487 samples = 205 value = [5, 142, 2, 0, 0, 6, 0, 0, 34, 0, 13, 2, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 87406->87452 87408 (...) 87407->87408 87427 (...) 87407->87427 87453 (...) 87452->87453 87454 (...) 87452->87454 87460 Year <= 2003.5 gini = 0.755 samples = 4245 value = [32, 1387, 83, 8, 21, 1086, 2, 0, 1020, 0, 515 14, 8, 1, 0, 53, 6, 1, 7, 0, 1, 0, 0, 0] 87459->87460 87589 Y Coordinate <= 1910186.0 gini = 0.732 samples = 8552 value = [92, 2963, 49, 15, 116, 726, 7, 0, 2861, 0, 1443 169, 30, 2, 5, 32, 25, 3, 10, 2, 2, 0, 0, 0] 87459->87589 87461 (...) 87460->87461 87480 (...) 87460->87480 87590 (...) 87589->87590 87809 (...) 87589->87809 87841 Y Coordinate <= 1897957.0 gini = 0.478 samples = 729 value = [10, 513, 4, 0, 43, 9, 0, 0, 100, 0, 44, 1, 1 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0] 87840->87841 87862 Hour <= 7.5 gini = 0.672 samples = 23210 value = [253, 10717, 222, 48, 285, 372, 42, 0, 6922, 4 3704, 181, 80, 30, 6, 161, 121, 3, 33, 4, 21, 0 1, 0] 87840->87862 87842 Hour <= 10.5 gini = 0.624 samples = 296 value = [5, 165, 1, 0, 19, 5, 0, 0, 65, 0, 32, 0, 0 0, 0, 0, 0, 0, 4, 0, 0, 0, 0, 0] 87841->87842 87849 Hour <= 11.5 gini = 0.343 samples = 433 value = [5, 348, 3, 0, 24, 4, 0, 0, 35, 0, 12, 1, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 87841->87849 87843 (...) 87842->87843 87846 (...) 87842->87846 87850 (...) 87849->87850 87859 (...) 87849->87859 87863 Y Coordinate <= 1864091.5 gini = 0.612 samples = 4063 value = [22, 2194, 63, 10, 20, 79, 1, 0, 1193, 4, 398, 6 5, 0, 0, 49, 7, 0, 5, 0, 7, 0, 0, 0] 87862->87863 87986 Beat <= 1173.0 gini = 0.682 samples = 19147 value = [231, 8523, 159, 38, 265, 293, 41, 0, 5729, 0, 3306 175, 75, 30, 6, 112, 114, 3, 28, 4, 14, 0, 1 0] 87862->87986 87864 (...) 87863->87864 87907 (...) 87863->87907 87987 (...) 87986->87987 88386 (...) 87986->88386 88574 Month <= 10.5 gini = 0.654 samples = 63065 value = [359, 19519, 333, 66, 276, 1257, 80, 0, 29983, 7 9639, 616, 225, 34, 33, 195, 285, 21, 75, 14, 48 0, 0, 0] 88573->88574 90511 Ward <= 6.5 gini = 0.651 samples = 59132 value = [356, 23391, 281, 90, 468, 670, 74, 0, 24678, 3 8035, 131, 288, 60, 3, 203, 346, 0, 39, 1, 13, 0 2, 0] 88573->90511 88575 Y Coordinate <= 1910059.5 gini = 0.653 samples = 54233 value = [311, 15887, 296, 54, 224, 1090, 69, 0, 26320, 7 8614, 541, 198, 29, 33, 163, 249, 20, 71, 14, 43 0, 0, 0] 88574->88575 90252 Hour <= 16.5 gini = 0.645 samples = 8832 value = [48, 3632, 37, 12, 52, 167, 11, 0, 3663, 0, 1025 75, 27, 5, 0, 32, 36, 1, 4, 0, 5, 0, 0, 0] 88574->90252 88576 Beat <= 133.5 gini = 0.648 samples = 47077 value = [260, 13146, 216, 44, 177, 946, 63, 0, 23410, 6 7589, 530, 153, 23, 31, 132, 226, 17, 56, 13, 39 0, 0, 0] 88575->88576 90027 X Coordinate <= 1165156.0 gini = 0.667 samples = 7156 value = [51, 2741, 80, 10, 47, 144, 6, 0, 2910, 1, 1025 11, 45, 6, 2, 31, 23, 3, 15, 1, 4, 0, 0, 0] 88575->90027 88577 Y Coordinate <= 1898413.5 gini = 0.523 samples = 541 value = [7, 352, 0, 0, 10, 15, 0, 0, 119, 0, 33, 0, 1 2, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 88576->88577 88594 Ward <= 6.5 gini = 0.647 samples = 46536 value = [253, 12794, 216, 44, 167, 931, 63, 0, 23291, 6 7556, 530, 152, 21, 31, 132, 225, 17, 56, 13, 38 0, 0, 0] 88576->88594 88578 (...) 88577->88578 88587 (...) 88577->88587 88595 (...) 88594->88595 88844 (...) 88594->88844 90028 Hour <= 21.5 gini = 0.667 samples = 6826 value = [49, 2519, 75, 7, 43, 133, 5, 0, 2849, 1, 1007 11, 43, 6, 2, 30, 23, 3, 15, 1, 4, 0, 0, 0] 90027->90028 90243 Month <= 4.5 gini = 0.509 samples = 330 value = [2, 222, 5, 3, 4, 11, 1, 0, 61, 0, 18, 0, 2 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 90027->90243 90029 (...) 90028->90029 90206 (...) 90028->90206 90244 (...) 90243->90244 90245 (...) 90243->90245 90253 Year <= 2007.5 gini = 0.647 samples = 2880 value = [24, 911, 11, 5, 25, 63, 2, 0, 1394, 0, 390, 25 4, 2, 0, 14, 6, 0, 1, 0, 3, 0, 0, 0] 90252->90253 90340 Year <= 2006.5 gini = 0.634 samples = 5952 value = [24, 2721, 26, 7, 27, 104, 9, 0, 2269, 0, 635, 50 23, 3, 0, 18, 30, 1, 3, 0, 2, 0, 0, 0] 90252->90340 90254 Hour <= 15.5 gini = 0.636 samples = 2275 value = [21, 693, 9, 4, 14, 50, 2, 0, 1145, 0, 296, 20 0, 2, 0, 12, 4, 0, 1, 0, 2, 0, 0, 0] 90253->90254 90323 Beat <= 417.5 gini = 0.676 samples = 605 value = [3, 218, 2, 1, 11, 13, 0, 0, 249, 0, 94, 5, 4 0, 0, 2, 2, 0, 0, 0, 1, 0, 0, 0] 90253->90323 90255 (...) 90254->90255 90302 (...) 90254->90302 90324 (...) 90323->90324 90325 (...) 90323->90325 90341 Ward <= 6.5 gini = 0.636 samples = 3808 value = [14, 1622, 10, 2, 19, 78, 4, 0, 1569, 0, 424, 13 16, 2, 0, 14, 18, 0, 1, 0, 2, 0, 0, 0] 90340->90341 90452 Ward <= 9.5 gini = 0.62 samples = 2144 value = [10, 1099, 16, 5, 8, 26, 5, 0, 700, 0, 211, 37 7, 1, 0, 4, 12, 1, 2, 0, 0, 0, 0, 0] 90340->90452 90342 (...) 90341->90342 90361 (...) 90341->90361 90453 (...) 90452->90453 90468 (...) 90452->90468 90512 Beat <= 172.5 gini = 0.633 samples = 10672 value = [59, 5077, 41, 17, 181, 76, 23, 0, 3783, 0, 1287 22, 26, 12, 1, 21, 42, 0, 1, 0, 2, 0, 1, 0] 90511->90512 90845 Month <= 10.5 gini = 0.652 samples = 48460 value = [297, 18314, 240, 73, 287, 594, 51, 0, 20895, 3 6748, 109, 262, 48, 2, 182, 304, 0, 38, 1, 11, 0 1, 0] 90511->90845 90513 Y Coordinate <= 1894912.5 gini = 0.532 samples = 1077 value = [6, 700, 4, 4, 64, 11, 2, 0, 208, 0, 71, 0, 4 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0] 90512->90513 90546 Month <= 9.5 gini = 0.637 samples = 9595 value = [53, 4377, 37, 13, 117, 65, 21, 0, 3575, 0, 1216 22, 22, 12, 1, 21, 40, 0, 0, 0, 2, 0, 1, 0] 90512->90546 90514 X Coordinate <= 1176761.0 gini = 0.639 samples = 330 value = [4, 172, 4, 2, 13, 5, 1, 0, 90, 0, 38, 0, 0 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 90513->90514 90523 X Coordinate <= 1173205.0 gini = 0.469 samples = 747 value = [2, 528, 0, 2, 51, 6, 1, 0, 118, 0, 33, 0, 4 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 90513->90523 90515 (...) 90514->90515 90518 (...) 90514->90518 90524 (...) 90523->90524 90529 (...) 90523->90529 90547 Beat <= 1311.5 gini = 0.643 samples = 7400 value = [43, 3213, 31, 8, 92, 53, 13, 0, 2869, 0, 983, 20 18, 11, 1, 12, 30, 0, 0, 0, 2, 0, 1, 0] 90546->90547 90782 Hour <= 16.5 gini = 0.604 samples = 2195 value = [10, 1164, 6, 5, 25, 12, 8, 0, 706, 0, 233, 2 4, 1, 0, 9, 10, 0, 0, 0, 0, 0, 0, 0] 90546->90782 90548 (...) 90547->90548 90737 (...) 90547->90737 90783 (...) 90782->90783 90802 (...) 90782->90802 90846 Month <= 1.5 gini = 0.654 samples = 42179 value = [268, 15287, 218, 67, 245, 513, 46, 0, 18563, 3 6117, 100, 233, 42, 2, 161, 266, 0, 36, 1, 10, 0 1, 0] 90845->90846 92125 Month <= 11.5 gini = 0.619 samples = 6281 value = [29, 3027, 22, 6, 42, 81, 5, 0, 2332, 0, 631, 9 29, 6, 0, 21, 38, 0, 2, 0, 1, 0, 0, 0] 90845->92125 90847 Hour <= 16.5 gini = 0.624 samples = 3090 value = [13, 1521, 8, 5, 32, 34, 5, 0, 1077, 0, 338, 13 11, 5, 0, 18, 8, 0, 2, 0, 0, 0, 0, 0] 90846->90847 90942 Y Coordinate <= 1909574.5 gini = 0.654 samples = 39089 value = [255, 13766, 210, 62, 213, 479, 41, 0, 17486, 3 5779, 87, 222, 37, 2, 143, 258, 0, 34, 1, 10, 0 1, 0] 90846->90942 90848 (...) 90847->90848 90881 (...) 90847->90881 90943 (...) 90942->90943 91936 (...) 90942->91936 92126 Hour <= 20.5 gini = 0.633 samples = 3552 value = [17, 1564, 9, 4, 25, 49, 3, 0, 1425, 0, 390, 7 20, 4, 0, 12, 22, 0, 0, 0, 1, 0, 0, 0] 92125->92126 92231 Hour <= 15.5 gini = 0.594 samples = 2729 value = [12, 1463, 13, 2, 17, 32, 2, 0, 907, 0, 241, 2 9, 2, 0, 9, 16, 0, 2, 0, 0, 0, 0, 0] 92125->92231 92127 (...) 92126->92127 92208 (...) 92126->92208 92232 (...) 92231->92232 92249 (...) 92231->92249 92317 Hour <= 4.5 gini = 0.555 samples = 14202 value = [83, 8741, 110, 10, 505, 466, 9, 0, 3525, 1, 606 10, 70, 16, 0, 12, 21, 0, 7, 1, 7, 0, 2, 0] 92316->92317 92746 Hour <= 5.5 gini = 0.657 samples = 16184 value = [239, 7283, 161, 21, 221, 429, 17, 0, 5822, 2, 1601 41, 139, 21, 0, 52, 102, 3, 15, 1, 12, 0, 2, 0] 92316->92746 92318 Year <= 2010.5 gini = 0.586 samples = 4113 value = [8, 1935, 37, 1, 102, 110, 5, 0, 1794, 1, 93, 1 19, 5, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 92317->92318 92447 X Coordinate <= 1177141.5 gini = 0.51 samples = 10089 value = [75, 6806, 73, 9, 403, 356, 4, 0, 1731, 0, 513, 9 51, 11, 0, 12, 19, 0, 7, 1, 7, 0, 2, 0] 92317->92447 92319 Hour <= 1.5 gini = 0.601 samples = 2689 value = [4, 1133, 29, 1, 66, 96, 4, 0, 1259, 0, 71, 1 19, 5, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 92318->92319 92404 Beat <= 1833.5 gini = 0.541 samples = 1424 value = [4, 802, 8, 0, 36, 14, 1, 0, 535, 1, 22, 0, 0 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 92318->92404 92320 X Coordinate <= 1168851.5 gini = 0.612 samples = 1013 value = [2, 490, 9, 1, 33, 35, 1, 0, 392, 0, 39, 1, 7 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92319->92320 92349 Y Coordinate <= 1905239.0 gini = 0.583 samples = 1676 value = [2, 643, 20, 0, 33, 61, 3, 0, 867, 0, 32, 0, 12 2, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 92319->92349 92321 gini = 0.415 samples = 52 value = [0, 39, 0, 0, 2, 2, 0, 0, 7, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92320->92321 92322 X Coordinate <= 1170597.5 gini = 0.615 samples = 961 value = [2, 451, 9, 1, 31, 33, 1, 0, 385, 0, 37, 1, 7 3, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92320->92322 92323 (...) 92322->92323 92330 (...) 92322->92330 92350 X Coordinate <= 1175486.0 gini = 0.558 samples = 500 value = [1, 139, 1, 0, 18, 28, 2, 0, 300, 0, 10, 0, 0 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92349->92350 92365 Month <= 2.5 gini = 0.582 samples = 1176 value = [1, 504, 19, 0, 15, 33, 1, 0, 567, 0, 22, 0, 12 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 92349->92365 92351 (...) 92350->92351 92358 (...) 92350->92358 92366 (...) 92365->92366 92369 (...) 92365->92369 92405 Y Coordinate <= 1901293.0 gini = 0.571 samples = 781 value = [3, 384, 4, 0, 28, 11, 1, 0, 336, 0, 14, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92404->92405 92430 X Coordinate <= 1170530.5 gini = 0.481 samples = 643 value = [1, 418, 4, 0, 8, 3, 0, 0, 199, 1, 8, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 92404->92430 92406 gini = 0.423 samples = 64 value = [0, 47, 0, 0, 3, 1, 0, 0, 12, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92405->92406 92407 Hour <= 0.5 gini = 0.573 samples = 717 value = [3, 337, 4, 0, 25, 10, 1, 0, 324, 0, 13, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92405->92407 92408 (...) 92407->92408 92411 (...) 92407->92411 92431 X Coordinate <= 1168850.0 gini = 0.504 samples = 417 value = [1, 254, 3, 0, 6, 1, 0, 0, 147, 0, 4, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 92430->92431 92442 Y Coordinate <= 1920852.5 gini = 0.42 samples = 226 value = [0, 164, 1, 0, 2, 2, 0, 0, 52, 1, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92430->92442 92432 (...) 92431->92432 92433 (...) 92431->92433 92443 (...) 92442->92443 92446 (...) 92442->92446 92448 Year <= 2008.5 gini = 0.531 samples = 7949 value = [47, 5199, 64, 7, 294, 312, 2, 0, 1489, 0, 458, 9 22, 6, 0, 9, 16, 0, 7, 1, 6, 0, 1, 0] 92447->92448 92685 Hour <= 22.5 gini = 0.419 samples = 2140 value = [28, 1607, 9, 2, 109, 44, 2, 0, 242, 0, 55, 0 29, 5, 0, 3, 3, 0, 0, 0, 1, 0, 1, 0] 92447->92685 92449 Hour <= 10.5 gini = 0.593 samples = 3478 value = [25, 2074, 22, 4, 142, 251, 2, 0, 695, 0, 225, 7 6, 6, 0, 3, 9, 0, 3, 1, 3, 0, 0, 0] 92448->92449 92558 Hour <= 20.5 gini = 0.476 samples = 4471 value = [22, 3125, 42, 3, 152, 61, 0, 0, 794, 0, 233, 2 16, 0, 0, 6, 7, 0, 4, 0, 3, 0, 1, 0] 92448->92558 92450 Beat <= 117.5 gini = 0.647 samples = 799 value = [6, 426, 6, 0, 22, 148, 1, 0, 139, 0, 47, 0, 1 2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 92449->92450 92473 Year <= 2007.5 gini = 0.57 samples = 2679 value = [19, 1648, 16, 4, 120, 103, 1, 0, 556, 0, 178, 7 5, 4, 0, 3, 9, 0, 2, 1, 3, 0, 0, 0] 92449->92473 92451 (...) 92450->92451 92454 (...) 92450->92454 92474 (...) 92473->92474 92531 (...) 92473->92531 92559 Beat <= 2133.0 gini = 0.459 samples = 3669 value = [18, 2625, 38, 3, 136, 50, 0, 0, 575, 0, 188, 2 14, 0, 0, 6, 7, 0, 3, 0, 3, 0, 1, 0] 92558->92559 92662 Beat <= 2331.5 gini = 0.533 samples = 802 value = [4, 500, 4, 0, 16, 11, 0, 0, 219, 0, 45, 0, 2 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 92558->92662 92560 (...) 92559->92560 92657 (...) 92559->92657 92663 (...) 92662->92663 92684 (...) 92662->92684 92686 Month <= 4.5 gini = 0.406 samples = 2063 value = [27, 1570, 8, 2, 106, 41, 1, 0, 213, 0, 55, 0 28, 5, 0, 2, 3, 0, 0, 0, 1, 0, 1, 0] 92685->92686 92745 gini = 0.623 samples = 77 value = [1, 37, 1, 0, 3, 3, 1, 0, 29, 0, 0, 0, 1, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 92685->92745 92687 Hour <= 17.5 gini = 0.531 samples = 329 value = [6, 217, 0, 0, 20, 13, 1, 0, 53, 0, 15, 0, 3 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 92686->92687 92694 Hour <= 19.5 gini = 0.379 samples = 1734 value = [21, 1353, 8, 2, 86, 28, 0, 0, 160, 0, 40, 0 25, 5, 0, 1, 3, 0, 0, 0, 1, 0, 1, 0] 92686->92694 92688 (...) 92687->92688 92693 (...) 92687->92693 92695 (...) 92694->92695 92738 (...) 92694->92738 92747 X Coordinate <= 1159740.5 gini = 0.591 samples = 3883 value = [17, 1877, 45, 0, 41, 82, 3, 0, 1615, 0, 168, 2 4, 4, 0, 0, 20, 0, 2, 0, 2, 0, 1, 0] 92746->92747 92866 Hour <= 12.5 gini = 0.675 samples = 12301 value = [222, 5406, 116, 21, 180, 347, 14, 0, 4207, 2, 1433 39, 135, 17, 0, 52, 82, 3, 13, 1, 10, 0, 1, 0] 92746->92866 92748 Y Coordinate <= 1942699.0 gini = 0.607 samples = 630 value = [5, 222, 5, 0, 2, 29, 1, 0, 323, 0, 39, 0, 0 0, 0, 0, 3, 0, 0, 0, 1, 0, 0, 0] 92747->92748 92767 Year <= 2010.5 gini = 0.581 samples = 3253 value = [12, 1655, 40, 0, 39, 53, 2, 0, 1292, 0, 129, 2 4, 4, 0, 0, 17, 0, 2, 0, 1, 0, 1, 0] 92747->92767 92749 Y Coordinate <= 1928311.0 gini = 0.59 samples = 522 value = [2, 170, 3, 0, 1, 24, 1, 0, 285, 0, 32, 0, 0 0, 0, 0, 3, 0, 0, 0, 1, 0, 0, 0] 92748->92749 92764 X Coordinate <= 1158373.5 gini = 0.637 samples = 108 value = [3, 52, 2, 0, 1, 5, 0, 0, 38, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92748->92764 92750 gini = 0.637 samples = 71 value = [0, 34, 1, 0, 0, 6, 0, 0, 25, 0, 3, 0, 0, 0 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 92749->92750 92751 Hour <= 2.5 gini = 0.571 samples = 451 value = [2, 136, 2, 0, 1, 18, 1, 0, 260, 0, 29, 0, 0 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 92749->92751 92752 (...) 92751->92752 92761 (...) 92751->92761 92765 gini = 0.598 samples = 57 value = [1, 33, 0, 0, 1, 3, 0, 0, 13, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92764->92765 92766 gini = 0.616 samples = 51 value = [2, 19, 2, 0, 0, 2, 0, 0, 25, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92764->92766 92768 X Coordinate <= 1166977.0 gini = 0.592 samples = 2326 value = [10, 1126, 32, 0, 25, 40, 2, 0, 962, 0, 105, 2 3, 4, 0, 0, 12, 0, 2, 0, 1, 0, 0, 0] 92767->92768 92835 Y Coordinate <= 1949388.0 gini = 0.546 samples = 927 value = [2, 529, 8, 0, 14, 13, 0, 0, 330, 0, 24, 0, 1 0, 0, 0, 5, 0, 0, 0, 0, 0, 1, 0] 92767->92835 92769 X Coordinate <= 1165569.5 gini = 0.59 samples = 975 value = [4, 510, 14, 0, 8, 20, 0, 0, 356, 0, 48, 0, 1 2, 0, 0, 9, 0, 2, 0, 1, 0, 0, 0] 92768->92769 92798 Y Coordinate <= 1942257.5 gini = 0.589 samples = 1351 value = [6, 616, 18, 0, 17, 20, 2, 0, 606, 0, 57, 2, 2 2, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0] 92768->92798 92770 (...) 92769->92770 92791 (...) 92769->92791 92799 (...) 92798->92799 92834 (...) 92798->92834 92836 X Coordinate <= 1170265.0 gini = 0.55 samples = 872 value = [2, 490, 8, 0, 14, 13, 0, 0, 318, 0, 21, 0, 1 0, 0, 0, 4, 0, 0, 0, 0, 0, 1, 0] 92835->92836 92865 gini = 0.446 samples = 55 value = [0, 39, 0, 0, 0, 0, 0, 0, 12, 0, 3, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 92835->92865 92837 (...) 92836->92837 92862 (...) 92836->92862 92867 Year <= 2006.5 gini = 0.684 samples = 2450 value = [75, 1202, 20, 6, 47, 179, 2, 0, 570, 0, 289, 5 18, 3, 0, 18, 14, 0, 1, 0, 0, 0, 1, 0] 92866->92867 92942 Y Coordinate <= 1929284.0 gini = 0.667 samples = 9851 value = [147, 4204, 96, 15, 133, 168, 12, 0, 3637, 2, 1144 34, 117, 14, 0, 34, 68, 3, 12, 1, 10, 0, 0, 0] 92866->92942 92868 Beat <= 1917.5 gini = 0.715 samples = 693 value = [10, 304, 5, 2, 15, 128, 0, 0, 152, 0, 66, 3, 2 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0] 92867->92868 92891 Y Coordinate <= 1924426.5 gini = 0.663 samples = 1757 value = [65, 898, 15, 4, 32, 51, 2, 0, 418, 0, 223, 2 16, 3, 0, 12, 14, 0, 1, 0, 0, 0, 1, 0] 92867->92891 92869 Hour <= 9.5 gini = 0.669 samples = 115 value = [0, 32, 0, 0, 3, 55, 0, 0, 16, 0, 8, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92868->92869 92872 Year <= 2005.5 gini = 0.696 samples = 578 value = [10, 272, 5, 2, 12, 73, 0, 0, 136, 0, 58, 3, 1 0, 0, 6, 0, 0, 0, 0, 0, 0, 0, 0] 92868->92872 92870 (...) 92869->92870 92871 (...) 92869->92871 92873 (...) 92872->92873 92884 (...) 92872->92884 92892 Year <= 2008.5 gini = 0.734 samples = 115 value = [30, 47, 0, 0, 7, 7, 0, 0, 15, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92891->92892 92895 X Coordinate <= 1163877.5 gini = 0.652 samples = 1642 value = [35, 851, 15, 4, 25, 44, 2, 0, 403, 0, 214, 2 16, 3, 0, 12, 14, 0, 1, 0, 0, 0, 1, 0] 92891->92895 92893 (...) 92892->92893 92894 (...) 92892->92894 92896 (...) 92895->92896 92917 (...) 92895->92917 92943 X Coordinate <= 1170515.5 gini = 0.643 samples = 1955 value = [56, 995, 20, 0, 46, 34, 2, 0, 576, 0, 189, 6 16, 2, 0, 5, 6, 1, 1, 0, 0, 0, 0, 0] 92942->92943 92998 Ward <= 46.5 gini = 0.669 samples = 7896 value = [91, 3209, 76, 15, 87, 134, 10, 0, 3061, 2, 955 28, 101, 12, 0, 29, 62, 2, 11, 1, 10, 0, 0, 0] 92942->92998 92944 Community Area <= 5.5 gini = 0.658 samples = 1742 value = [55, 841, 19, 0, 43, 31, 2, 0, 542, 0, 172, 6 16, 2, 0, 5, 6, 1, 1, 0, 0, 0, 0, 0] 92943->92944 92993 Month <= 5.5 gini = 0.445 samples = 213 value = [1, 154, 1, 0, 3, 3, 0, 0, 34, 0, 17, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 92943->92993 92945 (...) 92944->92945 92958 (...) 92944->92958 92994 (...) 92993->92994 92995 (...) 92993->92995 92999 Hour <= 20.5 gini = 0.677 samples = 2137 value = [30, 741, 19, 7, 23, 34, 1, 0, 919, 0, 280, 11 39, 2, 0, 11, 14, 0, 6, 0, 0, 0, 0, 0] 92998->92999 93064 Y Coordinate <= 1950349.5 gini = 0.663 samples = 5759 value = [61, 2468, 57, 8, 64, 100, 9, 0, 2142, 2, 675, 17 62, 10, 0, 18, 48, 2, 5, 1, 10, 0, 0, 0] 92998->93064 93000 (...) 92999->93000 93047 (...) 92999->93047 93065 (...) 93064->93065 93228 (...) 93064->93228 93240 Ward <= 38.5 gini = 0.672 samples = 211998 value = [46086, 10358, 1321, 7342, 1047, 12248, 1654, 7, 108925 104, 21102, 1, 889, 2, 0, 452, 8, 0, 180, 0, 272 0, 0, 0] 93239->93240 99691 Location Description <= 7.5 gini = 0.58 samples = 304312 value = [32878, 15848, 1270, 6232, 863, 24085, 1086, 12, 189831 129, 30450, 6, 446, 3, 0, 486, 13, 0, 168, 0 501, 3, 1, 1] 93239->99691 93241 Hour <= 5.5 gini = 0.67 samples = 195355 value = [40473, 9775, 1207, 6803, 946, 11783, 1507, 6, 101409 100, 19704, 1, 811, 2, 0, 421, 7, 0, 164, 0, 236 0, 0, 0] 93240->93241 99176 Hour <= 19.5 gini = 0.672 samples = 16643 value = [5613, 583, 114, 539, 101, 465, 147, 1, 7516, 4 1398, 0, 78, 0, 0, 31, 1, 0, 16, 0, 36, 0, 0 0] 93240->99176 93242 Hour <= 0.5 gini = 0.629 samples = 37100 value = [6188, 1592, 486, 1027, 206, 3015, 348, 1, 21267, 38 2715, 0, 130, 0, 0, 21, 3, 0, 21, 0, 42, 0, 0 0] 93241->93242 94387 Hour <= 19.5 gini = 0.678 samples = 158255 value = [34285, 8183, 721, 5776, 740, 8768, 1159, 5, 80142 62, 16989, 1, 681, 2, 0, 400, 4, 0, 143, 0, 194 0, 0, 0] 93241->94387 93243 X Coordinate <= 1178132.0 gini = 0.723 samples = 11128 value = [2729, 583, 286, 787, 173, 638, 86, 0, 4977, 7, 785 0, 51, 0, 0, 6, 1, 0, 7, 0, 12, 0, 0, 0] 93242->93243 93586 Beat <= 372.5 gini = 0.573 samples = 25972 value = [3459, 1009, 200, 240, 33, 2377, 262, 1, 16290, 31 1930, 0, 79, 0, 0, 15, 2, 0, 14, 0, 30, 0, 0 0] 93242->93586 93244 Beat <= 773.0 gini = 0.712 samples = 8576 value = [1980, 415, 237, 584, 138, 492, 58, 0, 4008, 5, 600 0, 39, 0, 0, 6, 1, 0, 5, 0, 8, 0, 0, 0] 93243->93244 93509 Community Area <= 43.5 gini = 0.75 samples = 2552 value = [749, 168, 49, 203, 35, 146, 28, 0, 969, 2, 185 0, 12, 0, 0, 0, 0, 0, 2, 0, 4, 0, 0, 0] 93243->93509 93245 Month <= 1.5 gini = 0.687 samples = 2535 value = [454, 140, 57, 155, 44, 179, 22, 0, 1302, 2, 167 0, 10, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0] 93244->93245 93318 Year <= 2009.5 gini = 0.719 samples = 6041 value = [1526, 275, 180, 429, 94, 313, 36, 0, 2706, 3, 433 0, 29, 0, 0, 6, 0, 0, 3, 0, 8, 0, 0, 0] 93244->93318 93246 X Coordinate <= 1169933.5 gini = 0.762 samples = 205 value = [41, 8, 7, 29, 4, 11, 0, 0, 82, 0, 22, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93245->93246 93251 Community Area <= 68.5 gini = 0.678 samples = 2330 value = [413, 132, 50, 126, 40, 168, 22, 0, 1220, 2, 145 0, 9, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0] 93245->93251 93247 gini = 0.774 samples = 75 value = [7, 6, 5, 9, 0, 6, 0, 0, 30, 0, 12, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93246->93247 93248 X Coordinate <= 1173444.0 gini = 0.739 samples = 130 value = [34, 2, 2, 20, 4, 5, 0, 0, 52, 0, 10, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93246->93248 93249 (...) 93248->93249 93250 (...) 93248->93250 93252 Y Coordinate <= 1867338.5 gini = 0.661 samples = 1801 value = [305, 97, 37, 85, 25, 132, 18, 0, 979, 1, 112, 0 7, 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0] 93251->93252 93303 Y Coordinate <= 1852076.0 gini = 0.73 samples = 529 value = [108, 35, 13, 41, 15, 36, 4, 0, 241, 1, 33, 0 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93251->93303 93253 (...) 93252->93253 93300 (...) 93252->93300 93304 (...) 93303->93304 93311 (...) 93303->93311 93319 Year <= 2005.5 gini = 0.71 samples = 4041 value = [1101, 191, 89, 203, 77, 201, 25, 0, 1818, 2, 296 0, 26, 0, 0, 4, 0, 0, 3, 0, 5, 0, 0, 0] 93318->93319 93442 Beat <= 813.5 gini = 0.733 samples = 2000 value = [425, 84, 91, 226, 17, 112, 11, 0, 888, 1, 137, 0 3, 0, 0, 2, 0, 0, 0, 0, 3, 0, 0, 0] 93318->93442 93320 Y Coordinate <= 1917526.5 gini = 0.693 samples = 1346 value = [286, 60, 35, 66, 13, 72, 7, 0, 667, 2, 122, 0 12, 0, 0, 0, 0, 0, 1, 0, 3, 0, 0, 0] 93319->93320 93361 X Coordinate <= 1144712.0 gini = 0.714 samples = 2695 value = [815, 131, 54, 137, 64, 129, 18, 0, 1151, 0, 174 0, 14, 0, 0, 4, 0, 0, 2, 0, 2, 0, 0, 0] 93319->93361 93321 (...) 93320->93321 93358 (...) 93320->93358 93362 (...) 93361->93362 93381 (...) 93361->93381 93443 gini = 0.707 samples = 55 value = [26, 3, 2, 3, 1, 1, 1, 0, 13, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 93442->93443 93444 Y Coordinate <= 1839949.5 gini = 0.731 samples = 1945 value = [399, 81, 89, 223, 16, 111, 10, 0, 875, 1, 133, 0 3, 0, 0, 2, 0, 0, 0, 0, 2, 0, 0, 0] 93442->93444 93445 (...) 93444->93445 93450 (...) 93444->93450 93510 Year <= 2010.5 gini = 0.741 samples = 904 value = [349, 71, 15, 61, 20, 37, 10, 0, 274, 0, 59, 0 6, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 93509->93510 93537 Month <= 1.5 gini = 0.741 samples = 1648 value = [400, 97, 34, 142, 15, 109, 18, 0, 695, 2, 126, 0 6, 0, 0, 0, 0, 0, 1, 0, 3, 0, 0, 0] 93509->93537 93511 Year <= 2005.5 gini = 0.727 samples = 712 value = [304, 53, 8, 51, 17, 28, 8, 0, 194, 0, 42, 0, 6 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 93510->93511 93532 Ward <= 7.5 gini = 0.748 samples = 192 value = [45, 18, 7, 10, 3, 9, 2, 0, 80, 0, 17, 0, 0 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 93510->93532 93512 X Coordinate <= 1182025.0 gini = 0.752 samples = 199 value = [58, 12, 4, 18, 3, 13, 2, 0, 75, 0, 12, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93511->93512 93517 Y Coordinate <= 1869684.5 gini = 0.7 samples = 513 value = [246, 41, 4, 33, 14, 15, 6, 0, 119, 0, 30, 0, 4 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 93511->93517 93513 (...) 93512->93513 93514 (...) 93512->93514 93518 (...) 93517->93518 93527 (...) 93517->93527 93533 X Coordinate <= 1184676.0 gini = 0.732 samples = 140 value = [39, 14, 6, 7, 2, 5, 1, 0, 58, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 93532->93533 93536 gini = 0.754 samples = 52 value = [6, 4, 1, 3, 1, 4, 1, 0, 22, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93532->93536 93534 (...) 93533->93534 93535 (...) 93533->93535 93538 Beat <= 527.0 gini = 0.79 samples = 154 value = [47, 12, 8, 24, 4, 8, 0, 0, 43, 0, 7, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93537->93538 93541 Year <= 2010.5 gini = 0.733 samples = 1494 value = [353, 85, 26, 118, 11, 101, 18, 0, 652, 2, 119, 0 5, 0, 0, 0, 0, 0, 1, 0, 3, 0, 0, 0] 93537->93541 93539 gini = 0.793 samples = 88 value = [30, 8, 4, 14, 2, 5, 0, 0, 19, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93538->93539 93540 gini = 0.768 samples = 66 value = [17, 4, 4, 10, 2, 3, 0, 0, 24, 0, 1, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93538->93540 93542 Year <= 2005.5 gini = 0.732 samples = 1115 value = [292, 70, 17, 97, 6, 55, 13, 0, 473, 2, 83, 0 5, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 93541->93542 93575 X Coordinate <= 1194613.5 gini = 0.722 samples = 379 value = [61, 15, 9, 21, 5, 46, 5, 0, 179, 0, 36, 0, 0 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 93541->93575 93543 (...) 93542->93543 93554 (...) 93542->93554 93576 (...) 93575->93576 93583 (...) 93575->93583 93587 Y Coordinate <= 1864724.0 gini = 0.642 samples = 1822 value = [370, 92, 18, 23, 3, 157, 12, 0, 1000, 3, 134, 0 5, 0, 0, 0, 0, 0, 1, 0, 4, 0, 0, 0] 93586->93587 93640 Beat <= 1173.0 gini = 0.567 samples = 24150 value = [3089, 917, 182, 217, 30, 2220, 250, 1, 15290, 28 1796, 0, 74, 0, 0, 15, 2, 0, 13, 0, 26, 0, 0 0] 93586->93640 93588 X Coordinate <= 1186688.5 gini = 0.619 samples = 1136 value = [205, 45, 11, 18, 1, 97, 8, 0, 656, 2, 88, 0, 2 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0] 93587->93588 93621 Y Coordinate <= 1881600.5 gini = 0.674 samples = 686 value = [165, 47, 7, 5, 2, 60, 4, 0, 344, 1, 46, 0, 3 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 93587->93621 93589 Month <= 8.5 gini = 0.584 samples = 689 value = [101, 28, 5, 13, 0, 58, 7, 0, 425, 2, 48, 0, 1 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 93588->93589 93610 Hour <= 1.5 gini = 0.661 samples = 447 value = [104, 17, 6, 5, 1, 39, 1, 0, 231, 0, 40, 0, 1 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 93588->93610 93590 Year <= 2009.5 gini = 0.544 samples = 484 value = [57, 19, 4, 9, 0, 41, 3, 0, 317, 0, 32, 0, 1 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 93589->93590 93605 Month <= 9.5 gini = 0.661 samples = 205 value = [44, 9, 1, 4, 0, 17, 4, 0, 108, 2, 16, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93589->93605 93591 (...) 93590->93591 93600 (...) 93590->93600 93606 (...) 93605->93606 93607 (...) 93605->93607 93611 Y Coordinate <= 1857605.0 gini = 0.716 samples = 115 value = [32, 3, 0, 5, 0, 11, 0, 0, 49, 0, 13, 0, 0, 0 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 93610->93611 93614 Y Coordinate <= 1859655.5 gini = 0.637 samples = 332 value = [72, 14, 6, 0, 1, 28, 1, 0, 182, 0, 27, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93610->93614 93612 (...) 93611->93612 93613 (...) 93611->93613 93615 (...) 93614->93615 93620 (...) 93614->93620 93622 Year <= 2010.5 gini = 0.709 samples = 545 value = [139, 42, 7, 5, 2, 56, 2, 0, 246, 1, 41, 0, 3 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 93621->93622 93637 X Coordinate <= 1176658.0 gini = 0.479 samples = 141 value = [26, 5, 0, 0, 0, 4, 2, 0, 98, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 93621->93637 93623 Y Coordinate <= 1875768.0 gini = 0.702 samples = 333 value = [105, 24, 2, 2, 0, 29, 2, 0, 141, 1, 26, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93622->93623 93632 X Coordinate <= 1179583.0 gini = 0.7 samples = 212 value = [34, 18, 5, 3, 2, 27, 0, 0, 105, 0, 15, 0, 2 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 93622->93632 93624 (...) 93623->93624 93631 (...) 93623->93631 93633 (...) 93632->93633 93634 (...) 93632->93634 93638 gini = 0.575 samples = 50 value = [8, 4, 0, 0, 0, 2, 0, 0, 31, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 93637->93638 93639 gini = 0.418 samples = 91 value = [18, 1, 0, 0, 0, 2, 2, 0, 67, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93637->93639 93641 Y Coordinate <= 1823115.5 gini = 0.557 samples = 16714 value = [1974, 633, 119, 134, 16, 1600, 151, 1, 10739, 22 1225, 0, 59, 0, 0, 10, 0, 0, 13, 0, 18, 0, 0 0] 93640->93641 94162 Community Area <= 22.5 gini = 0.588 samples = 7436 value = [1115, 284, 63, 83, 14, 620, 99, 0, 4551, 6, 571 0, 15, 0, 0, 5, 2, 0, 0, 0, 8, 0, 0, 0] 93640->94162 93642 X Coordinate <= 1182581.5 gini = 0.668 samples = 516 value = [94, 21, 4, 6, 3, 66, 4, 0, 270, 1, 42, 0, 3 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 93641->93642 93657 X Coordinate <= 1138593.5 gini = 0.553 samples = 16198 value = [1880, 612, 115, 128, 13, 1534, 147, 1, 10469, 21 1183, 0, 56, 0, 0, 8, 0, 0, 13, 0, 18, 0, 0 0] 93641->93657 93643 Y Coordinate <= 1822047.0 gini = 0.711 samples = 357 value = [67, 18, 1, 4, 2, 57, 3, 0, 166, 0, 35, 0, 3 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 93642->93643 93652 Hour <= 1.5 gini = 0.537 samples = 159 value = [27, 3, 3, 2, 1, 9, 1, 0, 104, 1, 7, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 93642->93652 93644 (...) 93643->93644 93651 (...) 93643->93651 93653 (...) 93652->93653 93654 (...) 93652->93654 93658 X Coordinate <= 1135990.5 gini = 0.621 samples = 208 value = [56, 6, 2, 1, 0, 8, 2, 0, 113, 0, 19, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 93657->93658 93663 Ward <= 13.5 gini = 0.551 samples = 15990 value = [1824, 606, 113, 127, 13, 1526, 145, 1, 10356, 21 1164, 0, 55, 0, 0, 8, 0, 0, 13, 0, 18, 0, 0 0] 93657->93663 93659 (...) 93658->93659 93662 (...) 93658->93662 93664 (...) 93663->93664 93831 (...) 93663->93831 94163 X Coordinate <= 1160599.0 gini = 0.56 samples = 2212 value = [373, 61, 19, 31, 4, 123, 25, 0, 1402, 2, 160, 0 7, 0, 0, 3, 0, 0, 0, 0, 2, 0, 0, 0] 94162->94163 94230 Ward <= 19.5 gini = 0.599 samples = 5224 value = [742, 223, 44, 52, 10, 497, 74, 0, 3149, 4, 411 0, 8, 0, 0, 2, 2, 0, 0, 0, 6, 0, 0, 0] 94162->94230 94164 Month <= 10.5 gini = 0.553 samples = 2063 value = [334, 56, 17, 29, 4, 109, 25, 0, 1324, 2, 151, 0 7, 0, 0, 3, 0, 0, 0, 0, 2, 0, 0, 0] 94163->94164 94227 Month <= 6.5 gini = 0.643 samples = 149 value = [39, 5, 2, 2, 0, 14, 0, 0, 78, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 94163->94227 94165 (...) 94164->94165 94218 (...) 94164->94218 94228 (...) 94227->94228 94229 (...) 94227->94229 94231 Hour <= 4.5 gini = 0.633 samples = 1125 value = [209, 43, 8, 9, 3, 108, 19, 0, 632, 2, 87, 0, 2 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 94230->94231 94264 Y Coordinate <= 1911554.0 gini = 0.588 samples = 4099 value = [533, 180, 36, 43, 7, 389, 55, 0, 2517, 2, 324, 0 6, 0, 0, 2, 2, 0, 0, 0, 3, 0, 0, 0] 94230->94264 94232 (...) 94231->94232 94261 (...) 94231->94261 94265 (...) 94264->94265 94386 (...) 94264->94386 94388 Beat <= 372.5 gini = 0.692 samples = 118243 value = [27068, 6664, 521, 4820, 661, 6294, 862, 0, 57435, 43 12765, 1, 491, 2, 0, 368, 3, 0, 114, 0, 131, 0 0, 0] 94387->94388 97961 Beat <= 372.5 gini = 0.628 samples = 40012 value = [7217, 1519, 200, 956, 79, 2474, 297, 5, 22707, 19 4224, 0, 190, 0, 0, 32, 1, 0, 29, 0, 63, 0, 0 0] 94387->97961 94389 Community Area <= 55.5 gini = 0.716 samples = 9402 value = [2846, 679, 40, 373, 62, 433, 57, 0, 3920, 3, 910 1, 37, 0, 0, 14, 0, 0, 14, 0, 13, 0, 0, 0] 94388->94389 94672 Beat <= 1173.0 gini = 0.689 samples = 108841 value = [24222, 5985, 481, 4447, 599, 5861, 805, 0, 53515, 40 11855, 0, 454, 2, 0, 354, 3, 0, 100, 0, 118, 0 0, 0] 94388->94672 94390 Hour <= 10.5 gini = 0.717 samples = 7677 value = [2433, 546, 36, 306, 51, 338, 45, 0, 3113, 3, 746 1, 31, 0, 0, 10, 0, 0, 9, 0, 9, 0, 0, 0] 94389->94390 94625 Hour <= 13.5 gini = 0.704 samples = 1725 value = [413, 133, 4, 67, 11, 95, 12, 0, 807, 0, 164, 0 6, 0, 0, 4, 0, 0, 5, 0, 4, 0, 0, 0] 94389->94625 94391 Hour <= 7.5 gini = 0.708 samples = 2509 value = [892, 173, 11, 60, 19, 115, 11, 0, 971, 2, 227, 1 14, 0, 0, 2, 0, 0, 6, 0, 5, 0, 0, 0] 94390->94391 94468 X Coordinate <= 1182486.0 gini = 0.72 samples = 5168 value = [1541, 373, 25, 246, 32, 223, 34, 0, 2142, 1, 519 0, 17, 0, 0, 8, 0, 0, 3, 0, 4, 0, 0, 0] 94390->94468 94392 Y Coordinate <= 1859929.5 gini = 0.702 samples = 641 value = [181, 50, 2, 15, 4, 38, 1, 0, 287, 1, 56, 0, 5 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 94391->94392 94409 Y Coordinate <= 1857032.5 gini = 0.706 samples = 1868 value = [711, 123, 9, 45, 15, 77, 10, 0, 684, 1, 171, 1 9, 0, 0, 2, 0, 0, 6, 0, 4, 0, 0, 0] 94391->94409 94393 (...) 94392->94393 94396 (...) 94392->94396 94410 (...) 94409->94410 94413 (...) 94409->94413 94469 Beat <= 223.5 gini = 0.712 samples = 2974 value = [824, 219, 17, 123, 21, 126, 21, 0, 1304, 1, 298 0, 12, 0, 0, 3, 0, 0, 2, 0, 3, 0, 0, 0] 94468->94469 94556 Year <= 2003.5 gini = 0.727 samples = 2194 value = [717, 154, 8, 123, 11, 97, 13, 0, 838, 0, 221, 0 5, 0, 0, 5, 0, 0, 1, 0, 1, 0, 0, 0] 94468->94556 94470 (...) 94469->94470 94517 (...) 94469->94517 94557 (...) 94556->94557 94564 (...) 94556->94564 94626 Year <= 2010.5 gini = 0.709 samples = 944 value = [267, 75, 3, 30, 9, 50, 4, 0, 415, 0, 79, 0, 2 0, 0, 2, 0, 0, 5, 0, 3, 0, 0, 0] 94625->94626 94651 Y Coordinate <= 1862323.5 gini = 0.69 samples = 781 value = [146, 58, 1, 37, 2, 45, 8, 0, 392, 0, 85, 0, 4 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0] 94625->94651 94627 Year <= 2009.5 gini = 0.7 samples = 647 value = [204, 50, 3, 20, 6, 26, 1, 0, 279, 0, 50, 0, 1 0, 0, 2, 0, 0, 4, 0, 1, 0, 0, 0] 94626->94627 94642 Y Coordinate <= 1857832.0 gini = 0.721 samples = 297 value = [63, 25, 0, 10, 3, 24, 3, 0, 136, 0, 29, 0, 1 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0] 94626->94642 94628 (...) 94627->94628 94641 (...) 94627->94641 94643 (...) 94642->94643 94646 (...) 94642->94646 94652 Year <= 2010.5 gini = 0.677 samples = 711 value = [128, 48, 1, 29, 2, 40, 8, 0, 368, 0, 80, 0, 4 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0] 94651->94652 94671 gini = 0.773 samples = 70 value = [18, 10, 0, 8, 0, 5, 0, 0, 24, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 94651->94671 94653 (...) 94652->94653 94666 (...) 94652->94666 94673 Ward <= 14.5 gini = 0.682 samples = 72930 value = [15022, 4178, 290, 2882, 396, 4181, 491, 0, 36874, 31 7961, 0, 261, 2, 0, 217, 2, 0, 71, 0, 71, 0, 0 0] 94672->94673 96874 X Coordinate <= 1149604.5 gini = 0.701 samples = 35911 value = [9200, 1807, 191, 1565, 203, 1680, 314, 0, 16641, 9 3894, 0, 193, 0, 0, 137, 1, 0, 29, 0, 47, 0, 0 0] 94672->96874 94674 Ward <= 10.5 gini = 0.693 samples = 29107 value = [6921, 1534, 128, 1347, 167, 1433, 192, 0, 14023, 9 3073, 0, 103, 1, 0, 113, 0, 0, 37, 0, 26, 0, 0 0] 94673->94674 95545 Community Area <= 68.5 gini = 0.673 samples = 43823 value = [8101, 2644, 162, 1535, 229, 2748, 299, 0, 22851, 22 4888, 0, 158, 1, 0, 104, 2, 0, 34, 0, 45, 0, 0 0] 94673->95545 94675 X Coordinate <= 1179354.5 gini = 0.699 samples = 22170 value = [5031, 1245, 86, 1024, 139, 1213, 154, 0, 10613, 6 2437, 0, 80, 1, 0, 93, 0, 0, 32, 0, 16, 0, 0 0] 94674->94675 95350 X Coordinate <= 1170594.0 gini = 0.671 samples = 6937 value = [1890, 289, 42, 323, 28, 220, 38, 0, 3410, 3, 636 0, 23, 0, 0, 20, 0, 0, 5, 0, 10, 0, 0, 0] 94674->95350 94676 (...) 94675->94676 94849 (...) 94675->94849 95351 (...) 95350->95351 95526 (...) 95350->95526 95546 X Coordinate <= 1140174.0 gini = 0.663 samples = 36918 value = [6490, 2215, 146, 1205, 187, 2339, 226, 0, 19688, 20 4135, 0, 125, 1, 0, 75, 1, 0, 28, 0, 37, 0, 0 0] 95545->95546 96663 Year <= 2005.5 gini = 0.714 samples = 6905 value = [1611, 429, 16, 330, 42, 409, 73, 0, 3163, 2, 753 0, 33, 0, 0, 29, 1, 0, 6, 0, 8, 0, 0, 0] 95545->96663 95547 (...) 95546->95547 95574 (...) 95546->95574 96664 (...) 96663->96664 96713 (...) 96663->96713 96875 Year <= 2009.5 gini = 0.679 samples = 15729 value = [3803, 718, 84, 613, 76, 672, 125, 0, 7793, 5, 1664 0, 88, 0, 0, 53, 1, 0, 12, 0, 22, 0, 0, 0] 96874->96875 97354 Beat <= 2212.5 gini = 0.716 samples = 20182 value = [5397, 1089, 107, 952, 127, 1008, 189, 0, 8848, 4 2230, 0, 105, 0, 0, 84, 0, 0, 17, 0, 25, 0, 0 0] 96874->97354 96876 Y Coordinate <= 1916212.0 gini = 0.654 samples = 9663 value = [2264, 378, 42, 320, 40, 373, 77, 0, 5090, 5, 940 0, 74, 0, 0, 39, 0, 0, 9, 0, 12, 0, 0, 0] 96875->96876 97165 Y Coordinate <= 1914387.0 gini = 0.715 samples = 6066 value = [1539, 340, 42, 293, 36, 299, 48, 0, 2703, 0, 724 0, 14, 0, 0, 14, 1, 0, 3, 0, 10, 0, 0, 0] 96875->97165 96877 (...) 96876->96877 97062 (...) 96876->97062 97166 (...) 97165->97166 97281 (...) 97165->97281 97355 Beat <= 1372.0 gini = 0.711 samples = 12109 value = [3690, 611, 69, 583, 72, 440, 110, 0, 5124, 2, 1264 0, 57, 0, 0, 53, 0, 0, 12, 0, 22, 0, 0, 0] 97354->97355 97720 Y Coordinate <= 1914695.5 gini = 0.717 samples = 8073 value = [1707, 478, 38, 369, 55, 568, 79, 0, 3724, 2, 966 0, 48, 0, 0, 31, 0, 0, 5, 0, 3, 0, 0, 0] 97354->97720 97356 (...) 97355->97356 97457 (...) 97355->97457 97721 (...) 97720->97721 97948 (...) 97720->97948 97962 Hour <= 21.5 gini = 0.685 samples = 2858 value = [718, 146, 15, 51, 8, 181, 19, 1, 1376, 0, 323, 0 11, 0, 0, 3, 0, 0, 2, 0, 4, 0, 0, 0] 97961->97962 98051 Hour <= 22.5 gini = 0.623 samples = 37154 value = [6499, 1373, 185, 905, 71, 2293, 278, 4, 21331, 19 3901, 0, 179, 0, 0, 29, 1, 0, 27, 0, 59, 0, 0 0] 97961->98051 97963 Year <= 2010.5 gini = 0.705 samples = 1479 value = [419, 85, 3, 30, 6, 83, 11, 1, 649, 0, 184, 0 4, 0, 0, 1, 0, 0, 0, 0, 3, 0, 0, 0] 97962->97963 98008 Y Coordinate <= 1857855.5 gini = 0.658 samples = 1379 value = [299, 61, 12, 21, 2, 98, 8, 0, 727, 0, 139, 0 7, 0, 0, 2, 0, 0, 2, 0, 1, 0, 0, 0] 97962->98008 97964 Y Coordinate <= 1880415.5 gini = 0.696 samples = 993 value = [319, 53, 0, 16, 4, 48, 8, 1, 423, 0, 116, 0, 3 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 97963->97964 97995 X Coordinate <= 1182370.0 gini = 0.711 samples = 486 value = [100, 32, 3, 14, 2, 35, 3, 0, 226, 0, 68, 0, 1 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 97963->97995 97965 X Coordinate <= 1179368.0 gini = 0.689 samples = 898 value = [274, 43, 0, 16, 2, 45, 8, 1, 400, 0, 106, 0, 3 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 97964->97965 97994 gini = 0.693 samples = 95 value = [45, 10, 0, 0, 2, 3, 0, 0, 23, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 97964->97994 97966 (...) 97965->97966 97971 (...) 97965->97971 97996 X Coordinate <= 1180712.5 gini = 0.679 samples = 274 value = [42, 16, 0, 9, 1, 20, 2, 0, 141, 0, 41, 0, 0 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 97995->97996 98003 Y Coordinate <= 1861252.0 gini = 0.737 samples = 212 value = [58, 16, 3, 5, 1, 15, 1, 0, 85, 0, 27, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 97995->98003 97997 (...) 97996->97997 98002 (...) 97996->98002 98004 (...) 98003->98004 98007 (...) 98003->98007 98009 Month <= 7.5 gini = 0.585 samples = 341 value = [47, 11, 3, 5, 0, 28, 1, 0, 210, 0, 32, 0, 3 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 98008->98009 98018 Month <= 11.5 gini = 0.675 samples = 1038 value = [252, 50, 9, 16, 2, 70, 7, 0, 517, 0, 107, 0, 4 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0] 98008->98018 98010 Year <= 2010.5 gini = 0.507 samples = 192 value = [20, 2, 0, 3, 0, 12, 0, 0, 131, 0, 21, 0, 3 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 98009->98010 98015 Hour <= 22.5 gini = 0.665 samples = 149 value = [27, 9, 3, 2, 0, 16, 1, 0, 79, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 98009->98015 98011 (...) 98010->98011 98014 (...) 98010->98014 98016 (...) 98015->98016 98017 (...) 98015->98017 98019 X Coordinate <= 1182607.5 gini = 0.682 samples = 967 value = [241, 46, 9, 14, 2, 68, 7, 0, 471, 0, 101, 0, 4 0, 0, 2, 0, 0, 2, 0, 0, 0, 0, 0] 98018->98019 98050 gini = 0.544 samples = 71 value = [11, 4, 0, 2, 0, 2, 0, 0, 46, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 98018->98050 98020 (...) 98019->98020 98041 (...) 98019->98041 98052 Beat <= 1173.0 gini = 0.633 samples = 28360 value = [5149, 1065, 123, 776, 59, 1661, 204, 3, 15965, 15 3092, 0, 152, 0, 0, 27, 0, 0, 19, 0, 50, 0, 0 0] 98051->98052 98909 Ward <= 8.5 gini = 0.589 samples = 8794 value = [1350, 308, 62, 129, 12, 632, 74, 1, 5366, 4, 809 0, 27, 0, 0, 2, 1, 0, 8, 0, 9, 0, 0, 0] 98051->98909 98053 Ward <= 13.5 gini = 0.625 samples = 18732 value = [3137, 727, 84, 524, 33, 1149, 117, 1, 10747, 12 2057, 0, 87, 0, 0, 16, 0, 0, 12, 0, 29, 0, 0 0] 98052->98053 98616 Community Area <= 40.0 gini = 0.646 samples = 9628 value = [2012, 338, 39, 252, 26, 512, 87, 2, 5218, 3, 1035 0, 65, 0, 0, 11, 0, 0, 7, 0, 21, 0, 0, 0] 98052->98616 98054 Ward <= 9.5 gini = 0.653 samples = 6854 value = [1331, 280, 24, 227, 10, 397, 56, 1, 3695, 6, 763 0, 35, 0, 0, 12, 0, 0, 6, 0, 11, 0, 0, 0] 98053->98054 98267 Community Area <= 69.5 gini = 0.606 samples = 11878 value = [1806, 447, 60, 297, 23, 752, 61, 0, 7052, 6, 1294 0, 52, 0, 0, 4, 0, 0, 6, 0, 18, 0, 0, 0] 98053->98267 98055 (...) 98054->98055 98202 (...) 98054->98202 98268 (...) 98267->98268 98571 (...) 98267->98571 98617 Year <= 2004.5 gini = 0.634 samples = 7034 value = [1508, 245, 30, 156, 11, 300, 53, 2, 3887, 3, 754 0, 55, 0, 0, 9, 0, 0, 4, 0, 17, 0, 0, 0] 98616->98617 98830 Beat <= 2212.5 gini = 0.678 samples = 2594 value = [504, 93, 9, 96, 15, 212, 34, 0, 1331, 0, 281, 0 10, 0, 0, 2, 0, 0, 3, 0, 4, 0, 0, 0] 98616->98830 98618 (...) 98617->98618 98659 (...) 98617->98659 98831 (...) 98830->98831 98850 (...) 98830->98850 98910 Y Coordinate <= 1905681.0 gini = 0.626 samples = 1329 value = [259, 46, 10, 17, 3, 92, 10, 1, 751, 0, 133, 0 2, 0, 0, 0, 0, 0, 4, 0, 1, 0, 0, 0] 98909->98910 98953 Y Coordinate <= 1853940.5 gini = 0.581 samples = 7465 value = [1091, 262, 52, 112, 9, 540, 64, 0, 4615, 4, 676 0, 25, 0, 0, 2, 1, 0, 4, 0, 8, 0, 0, 0] 98909->98953 98911 Month <= 5.5 gini = 0.617 samples = 1230 value = [232, 43, 9, 16, 3, 90, 4, 0, 708, 0, 118, 0, 2 0, 0, 0, 0, 0, 4, 0, 1, 0, 0, 0] 98910->98911 98952 gini = 0.709 samples = 99 value = [27, 3, 1, 1, 0, 2, 6, 1, 43, 0, 15, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 98910->98952 98912 (...) 98911->98912 98927 (...) 98911->98927 98954 X Coordinate <= 1171110.5 gini = 0.613 samples = 2454 value = [349, 80, 9, 61, 5, 211, 30, 0, 1446, 1, 247, 0 9, 0, 0, 0, 0, 0, 1, 0, 5, 0, 0, 0] 98953->98954 99025 X Coordinate <= 1170636.0 gini = 0.565 samples = 5011 value = [742, 182, 43, 51, 4, 329, 34, 0, 3169, 3, 429, 0 16, 0, 0, 2, 1, 0, 3, 0, 3, 0, 0, 0] 98953->99025 98955 (...) 98954->98955 98980 (...) 98954->98980 99026 (...) 99025->99026 99167 (...) 99025->99167 99177 X Coordinate <= 1153385.5 gini = 0.68 samples = 12995 value = [4630, 497, 93, 475, 94, 360, 124, 1, 5555, 4, 1033 0, 59, 0, 0, 25, 1, 0, 14, 0, 30, 0, 0, 0] 99176->99177 99576 X Coordinate <= 1142903.5 gini = 0.627 samples = 3648 value = [983, 86, 21, 64, 7, 105, 23, 0, 1961, 0, 365, 0 19, 0, 0, 6, 0, 0, 2, 0, 6, 0, 0, 0] 99176->99576 99178 Hour <= 6.5 gini = 0.681 samples = 5314 value = [1574, 173, 44, 256, 41, 153, 64, 1, 2491, 0, 459 0, 26, 0, 0, 20, 0, 0, 2, 0, 10, 0, 0, 0] 99177->99178 99339 X Coordinate <= 1173341.5 gini = 0.673 samples = 7681 value = [3056, 324, 49, 219, 53, 207, 60, 0, 3064, 4, 574 0, 33, 0, 0, 5, 1, 0, 12, 0, 20, 0, 0, 0] 99177->99339 99179 Hour <= 0.5 gini = 0.615 samples = 1232 value = [302, 45, 17, 20, 6, 33, 21, 1, 694, 0, 85, 0 5, 0, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0] 99178->99179 99214 Hour <= 17.5 gini = 0.695 samples = 4082 value = [1272, 128, 27, 236, 35, 120, 43, 0, 1797, 0, 374 0, 21, 0, 0, 20, 0, 0, 1, 0, 8, 0, 0, 0] 99178->99214 99180 Beat <= 1613.5 gini = 0.69 samples = 356 value = [133, 21, 8, 12, 4, 10, 2, 1, 143, 0, 18, 0, 2 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 99179->99180 99189 Month <= 5.5 gini = 0.559 samples = 876 value = [169, 24, 9, 8, 2, 23, 19, 0, 551, 0, 67, 0, 3 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 99179->99189 99181 gini = 0.624 samples = 85 value = [44, 4, 0, 2, 2, 1, 0, 0, 27, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99180->99181 99182 Y Coordinate <= 1930146.0 gini = 0.699 samples = 271 value = [89, 17, 8, 10, 2, 9, 2, 1, 116, 0, 13, 0, 2 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 99180->99182 99183 gini = 0.687 samples = 66 value = [31, 4, 3, 1, 1, 1, 2, 0, 19, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 99182->99183 99184 Y Coordinate <= 1932498.5 gini = 0.685 samples = 205 value = [58, 13, 5, 9, 1, 8, 0, 1, 97, 0, 10, 0, 2, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 99182->99184 99185 (...) 99184->99185 99186 (...) 99184->99186 99190 X Coordinate <= 1126406.5 gini = 0.512 samples = 391 value = [64, 16, 6, 2, 2, 11, 5, 0, 264, 0, 19, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99189->99190 99201 X Coordinate <= 1135741.5 gini = 0.591 samples = 485 value = [105, 8, 3, 6, 0, 12, 14, 0, 287, 0, 48, 0, 1 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 99189->99201 99191 gini = 0.563 samples = 51 value = [15, 3, 1, 0, 0, 1, 0, 0, 30, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99190->99191 99192 X Coordinate <= 1131536.5 gini = 0.5 samples = 340 value = [49, 13, 5, 2, 2, 10, 5, 0, 234, 0, 18, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99190->99192 99193 (...) 99192->99193 99194 (...) 99192->99194 99202 Year <= 2008.5 gini = 0.64 samples = 156 value = [46, 2, 2, 5, 0, 3, 4, 0, 80, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99201->99202 99205 X Coordinate <= 1142744.0 gini = 0.559 samples = 329 value = [59, 6, 1, 1, 0, 9, 10, 0, 207, 0, 34, 0, 1 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 99201->99205 99203 (...) 99202->99203 99204 (...) 99202->99204 99206 (...) 99205->99206 99209 (...) 99205->99209 99215 X Coordinate <= 1137203.0 gini = 0.694 samples = 3216 value = [1058, 112, 23, 174, 35, 79, 34, 0, 1382, 0, 283 0, 17, 0, 0, 13, 0, 0, 0, 0, 6, 0, 0, 0] 99214->99215 99312 Year <= 2009.5 gini = 0.69 samples = 866 value = [214, 16, 4, 62, 0, 41, 9, 0, 415, 0, 91, 0, 4 0, 0, 7, 0, 0, 1, 0, 2, 0, 0, 0] 99214->99312 99216 X Coordinate <= 1136547.0 gini = 0.705 samples = 1447 value = [505, 45, 9, 97, 19, 30, 22, 0, 577, 0, 124, 0 3, 0, 0, 10, 0, 0, 0, 0, 6, 0, 0, 0] 99215->99216 99257 Beat <= 1621.5 gini = 0.683 samples = 1769 value = [553, 67, 14, 77, 16, 49, 12, 0, 805, 0, 159, 0 14, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0] 99215->99257 99217 Hour <= 10.5 gini = 0.706 samples = 1372 value = [462, 44, 9, 92, 15, 29, 21, 0, 560, 0, 122, 0 3, 0, 0, 9, 0, 0, 0, 0, 6, 0, 0, 0] 99216->99217 99256 gini = 0.611 samples = 75 value = [43, 1, 0, 5, 4, 1, 1, 0, 17, 0, 2, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99216->99256 99218 (...) 99217->99218 99231 (...) 99217->99231 99258 Month <= 6.5 gini = 0.583 samples = 101 value = [17, 1, 2, 5, 0, 5, 0, 0, 62, 0, 8, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99257->99258 99261 Year <= 2009.5 gini = 0.686 samples = 1668 value = [536, 66, 12, 72, 16, 44, 12, 0, 743, 0, 151, 0 13, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0, 0] 99257->99261 99259 (...) 99258->99259 99260 (...) 99258->99260 99262 (...) 99261->99262 99293 (...) 99261->99293 99313 Y Coordinate <= 1930639.0 gini = 0.668 samples = 589 value = [124, 9, 2, 37, 0, 28, 5, 0, 305, 0, 67, 0, 4 0, 0, 5, 0, 0, 1, 0, 2, 0, 0, 0] 99312->99313 99332 Ward <= 43.0 gini = 0.718 samples = 277 value = [90, 7, 2, 25, 0, 13, 4, 0, 110, 0, 24, 0, 0 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 99312->99332 99314 Month <= 6.5 gini = 0.471 samples = 117 value = [22, 1, 1, 2, 0, 2, 1, 0, 82, 0, 5, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99313->99314 99317 Y Coordinate <= 1932098.0 gini = 0.704 samples = 472 value = [102, 8, 1, 35, 0, 26, 4, 0, 223, 0, 62, 0, 4 0, 0, 4, 0, 0, 1, 0, 2, 0, 0, 0] 99313->99317 99315 (...) 99314->99315 99316 (...) 99314->99316 99318 (...) 99317->99318 99319 (...) 99317->99319 99333 Year <= 2012.5 gini = 0.695 samples = 147 value = [59, 0, 2, 7, 0, 9, 3, 0, 53, 0, 12, 0, 0, 0 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 99332->99333 99336 X Coordinate <= 1139975.5 gini = 0.719 samples = 130 value = [31, 7, 0, 18, 0, 4, 1, 0, 57, 0, 12, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99332->99336 99334 (...) 99333->99334 99335 (...) 99333->99335 99337 (...) 99336->99337 99338 (...) 99336->99338 99340 Hour <= 0.5 gini = 0.676 samples = 6834 value = [2618, 282, 41, 198, 42, 197, 53, 0, 2797, 4, 535 0, 33, 0, 0, 5, 1, 0, 11, 0, 17, 0, 0, 0] 99339->99340 99551 Hour <= 5.5 gini = 0.628 samples = 847 value = [438, 42, 8, 21, 11, 10, 7, 0, 267, 0, 39, 0, 0 0, 0, 0, 0, 0, 1, 0, 3, 0, 0, 0] 99339->99551 99341 Year <= 2005.5 gini = 0.692 samples = 561 value = [263, 24, 14, 33, 12, 17, 4, 0, 157, 0, 29, 0 4, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0] 99340->99341 99358 Hour <= 6.5 gini = 0.672 samples = 6273 value = [2355, 258, 27, 165, 30, 180, 49, 0, 2640, 4, 506 0, 29, 0, 0, 5, 1, 0, 11, 0, 13, 0, 0, 0] 99340->99358 99342 Beat <= 2312.5 gini = 0.716 samples = 123 value = [44, 6, 2, 3, 6, 3, 0, 0, 46, 0, 12, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 99341->99342 99345 Year <= 2013.5 gini = 0.676 samples = 438 value = [219, 18, 12, 30, 6, 14, 4, 0, 111, 0, 17, 0, 4 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 99341->99345 99343 gini = 0.718 samples = 52 value = [22, 2, 0, 3, 2, 0, 0, 0, 14, 0, 8, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 99342->99343 99344 gini = 0.689 samples = 71 value = [22, 4, 2, 0, 4, 3, 0, 0, 32, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99342->99344 99346 Ward <= 49.5 gini = 0.65 samples = 383 value = [203, 14, 9, 21, 4, 13, 2, 0, 95, 0, 15, 0, 4 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 99345->99346 99357 gini = 0.791 samples = 55 value = [16, 4, 3, 9, 2, 1, 2, 0, 16, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99345->99357 99347 (...) 99346->99347 99356 (...) 99346->99356 99359 Month <= 7.5 gini = 0.618 samples = 1142 value = [329, 44, 7, 8, 0, 53, 12, 0, 617, 2, 63, 0, 3 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0] 99358->99359 99390 Beat <= 2172.0 gini = 0.678 samples = 5131 value = [2026, 214, 20, 157, 30, 127, 37, 0, 2023, 2, 443 0, 26, 0, 0, 5, 1, 0, 9, 0, 11, 0, 0, 0] 99358->99390 99360 Hour <= 4.5 gini = 0.577 samples = 685 value = [183, 16, 4, 6, 0, 31, 3, 0, 403, 2, 36, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99359->99360 99379 Y Coordinate <= 1930272.5 gini = 0.669 samples = 457 value = [146, 28, 3, 2, 0, 22, 9, 0, 214, 0, 27, 0, 2 0, 0, 0, 0, 0, 2, 0, 2, 0, 0, 0] 99359->99379 99361 (...) 99360->99361 99376 (...) 99360->99376 99380 (...) 99379->99380 99383 (...) 99379->99383 99391 Hour <= 15.5 gini = 0.683 samples = 2114 value = [904, 91, 9, 75, 12, 45, 21, 0, 741, 2, 184, 0 10, 0, 0, 4, 1, 0, 8, 0, 7, 0, 0, 0] 99390->99391 99460 Beat <= 2322.5 gini = 0.671 samples = 3017 value = [1122, 123, 11, 82, 18, 82, 16, 0, 1282, 0, 259 0, 16, 0, 0, 1, 0, 0, 1, 0, 4, 0, 0, 0] 99390->99460 99392 (...) 99391->99392 99439 (...) 99391->99439 99461 (...) 99460->99461 99476 (...) 99460->99476 99552 Hour <= 0.5 gini = 0.627 samples = 250 value = [98, 9, 5, 1, 3, 3, 4, 0, 116, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 99551->99552 99559 Hour <= 12.5 gini = 0.605 samples = 597 value = [340, 33, 3, 20, 8, 7, 3, 0, 151, 0, 30, 0, 0 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 99551->99559 99553 Y Coordinate <= 1905328.5 gini = 0.612 samples = 110 value = [59, 4, 2, 1, 2, 1, 0, 0, 34, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 99552->99553 99556 Y Coordinate <= 1904485.5 gini = 0.576 samples = 140 value = [39, 5, 3, 0, 1, 2, 4, 0, 82, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99552->99556 99554 gini = 0.596 samples = 57 value = [26, 1, 1, 0, 0, 1, 0, 0, 25, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99553->99554 99555 gini = 0.575 samples = 53 value = [33, 3, 1, 1, 2, 0, 0, 0, 9, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 99553->99555 99557 gini = 0.49 samples = 68 value = [15, 0, 2, 0, 0, 1, 3, 0, 46, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99556->99557 99558 gini = 0.632 samples = 72 value = [24, 5, 1, 0, 1, 1, 1, 0, 36, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99556->99558 99560 Hour <= 8.5 gini = 0.572 samples = 303 value = [188, 20, 3, 10, 5, 2, 0, 0, 56, 0, 17, 0, 0 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 99559->99560 99569 X Coordinate <= 1175219.5 gini = 0.623 samples = 294 value = [152, 13, 0, 10, 3, 5, 3, 0, 95, 0, 13, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99559->99569 99561 gini = 0.644 samples = 93 value = [47, 7, 0, 5, 2, 2, 0, 0, 28, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99560->99561 99562 Beat <= 1827.5 gini = 0.521 samples = 210 value = [141, 13, 3, 5, 3, 0, 0, 0, 28, 0, 15, 0, 0 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 99560->99562 99563 (...) 99562->99563 99566 (...) 99562->99566 99570 gini = 0.483 samples = 87 value = [60, 3, 0, 1, 1, 1, 1, 0, 17, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99569->99570 99571 Year <= 2011.5 gini = 0.653 samples = 207 value = [92, 10, 0, 9, 2, 4, 2, 0, 78, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99569->99571 99572 (...) 99571->99572 99575 (...) 99571->99575 99577 X Coordinate <= 1138131.0 gini = 0.606 samples = 1124 value = [248, 17, 5, 24, 2, 36, 8, 0, 646, 0, 128, 0, 9 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99576->99577 99610 Y Coordinate <= 1908389.0 gini = 0.633 samples = 2524 value = [735, 69, 16, 40, 5, 69, 15, 0, 1315, 0, 237, 0 10, 0, 0, 5, 0, 0, 2, 0, 6, 0, 0, 0] 99576->99610 99578 Beat <= 1611.5 gini = 0.615 samples = 820 value = [198, 14, 4, 22, 2, 29, 7, 0, 460, 0, 79, 0, 4 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99577->99578 99601 Y Coordinate <= 1933499.5 gini = 0.572 samples = 304 value = [50, 3, 1, 2, 0, 7, 1, 0, 186, 0, 49, 0, 5, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99577->99601 99579 Month <= 4.5 gini = 0.602 samples = 170 value = [25, 3, 3, 7, 0, 5, 1, 0, 101, 0, 24, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99578->99579 99584 Hour <= 20.5 gini = 0.615 samples = 650 value = [173, 11, 1, 15, 2, 24, 6, 0, 359, 0, 55, 0, 3 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99578->99584 99580 gini = 0.718 samples = 50 value = [11, 1, 3, 1, 0, 4, 1, 0, 23, 0, 5, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99579->99580 99581 Hour <= 21.5 gini = 0.536 samples = 120 value = [14, 2, 0, 6, 0, 1, 0, 0, 78, 0, 19, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99579->99581 99582 gini = 0.607 samples = 61 value = [10, 0, 0, 4, 0, 1, 0, 0, 35, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99581->99582 99583 gini = 0.444 samples = 59 value = [4, 2, 0, 2, 0, 0, 0, 0, 43, 0, 8, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99581->99583 99585 Y Coordinate <= 1935548.5 gini = 0.644 samples = 166 value = [54, 1, 0, 2, 1, 6, 0, 0, 80, 0, 21, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99584->99585 99588 Hour <= 21.5 gini = 0.6 samples = 484 value = [119, 10, 1, 13, 1, 18, 6, 0, 279, 0, 34, 0, 3 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99584->99588 99586 gini = 0.586 samples = 92 value = [25, 0, 0, 0, 1, 1, 0, 0, 52, 0, 13, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99585->99586 99587 gini = 0.686 samples = 74 value = [29, 1, 0, 2, 0, 5, 0, 0, 28, 0, 8, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99585->99587 99589 Month <= 7.5 gini = 0.503 samples = 191 value = [42, 2, 0, 3, 0, 1, 0, 0, 127, 0, 15, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99588->99589 99594 Year <= 2007.5 gini = 0.652 samples = 293 value = [77, 8, 1, 10, 1, 17, 6, 0, 152, 0, 19, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99588->99594 99590 (...) 99589->99590 99593 (...) 99589->99593 99595 (...) 99594->99595 99598 (...) 99594->99598 99602 Y Coordinate <= 1930480.5 gini = 0.636 samples = 193 value = [42, 3, 0, 2, 0, 7, 1, 0, 104, 0, 30, 0, 4, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99601->99602 99607 Y Coordinate <= 1934896.0 gini = 0.42 samples = 111 value = [8, 0, 1, 0, 0, 0, 0, 0, 82, 0, 19, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99601->99607 99603 Y Coordinate <= 1928775.5 gini = 0.581 samples = 136 value = [27, 2, 0, 0, 0, 5, 1, 0, 82, 0, 16, 0, 3, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99602->99603 99606 gini = 0.718 samples = 57 value = [15, 1, 0, 2, 0, 2, 0, 0, 22, 0, 14, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99602->99606 99604 gini = 0.602 samples = 61 value = [7, 1, 0, 0, 0, 2, 1, 0, 36, 0, 11, 0, 3, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99603->99604 99605 gini = 0.546 samples = 75 value = [20, 1, 0, 0, 0, 3, 0, 0, 46, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99603->99605 99608 gini = 0.266 samples = 60 value = [4, 0, 0, 0, 0, 0, 0, 0, 51, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99607->99608 99609 gini = 0.548 samples = 51 value = [4, 0, 1, 0, 0, 0, 0, 0, 31, 0, 14, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99607->99609 99611 X Coordinate <= 1177024.0 gini = 0.654 samples = 192 value = [76, 8, 0, 1, 0, 4, 3, 0, 81, 0, 18, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99610->99611 99616 Y Coordinate <= 1930931.0 gini = 0.629 samples = 2332 value = [659, 61, 16, 39, 5, 65, 12, 0, 1234, 0, 219, 0 9, 0, 0, 5, 0, 0, 2, 0, 6, 0, 0, 0] 99610->99616 99612 Month <= 5.5 gini = 0.648 samples = 121 value = [57, 6, 0, 0, 0, 4, 3, 0, 42, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99611->99612 99615 gini = 0.609 samples = 71 value = [19, 2, 0, 1, 0, 0, 0, 0, 39, 0, 9, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99611->99615 99613 gini = 0.591 samples = 65 value = [37, 0, 0, 0, 0, 4, 2, 0, 18, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99612->99613 99614 gini = 0.669 samples = 56 value = [20, 6, 0, 0, 0, 0, 1, 0, 24, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99612->99614 99617 Y Coordinate <= 1930300.0 gini = 0.593 samples = 879 value = [214, 23, 6, 11, 0, 29, 5, 0, 512, 0, 72, 0, 1 0, 0, 1, 0, 0, 1, 0, 4, 0, 0, 0] 99616->99617 99644 Year <= 2009.5 gini = 0.647 samples = 1453 value = [445, 38, 10, 28, 5, 36, 7, 0, 722, 0, 147, 0 8, 0, 0, 4, 0, 0, 1, 0, 2, 0, 0, 0] 99616->99644 99618 Year <= 2012.5 gini = 0.604 samples = 792 value = [209, 22, 6, 10, 0, 29, 4, 0, 447, 0, 58, 0, 1 0, 0, 1, 0, 0, 1, 0, 4, 0, 0, 0] 99617->99618 99643 gini = 0.412 samples = 87 value = [5, 1, 0, 1, 0, 0, 1, 0, 65, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99617->99643 99619 Month <= 8.5 gini = 0.616 samples = 681 value = [188, 19, 5, 8, 0, 25, 4, 0, 373, 0, 52, 0, 1 0, 0, 1, 0, 0, 1, 0, 4, 0, 0, 0] 99618->99619 99640 X Coordinate <= 1167295.0 gini = 0.514 samples = 111 value = [21, 3, 1, 2, 0, 4, 0, 0, 74, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99618->99640 99620 (...) 99619->99620 99635 (...) 99619->99635 99641 (...) 99640->99641 99642 (...) 99640->99642 99645 Community Area <= 3.5 gini = 0.629 samples = 920 value = [317, 20, 2, 9, 2, 20, 2, 0, 454, 0, 81, 0, 8 0, 0, 4, 0, 0, 1, 0, 0, 0, 0, 0] 99644->99645 99674 X Coordinate <= 1164485.0 gini = 0.671 samples = 533 value = [128, 18, 8, 19, 3, 16, 5, 0, 268, 0, 66, 0, 0 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 99644->99674 99646 Month <= 8.5 gini = 0.609 samples = 492 value = [149, 15, 1, 6, 2, 8, 0, 0, 266, 0, 37, 0, 5 0, 0, 2, 0, 0, 1, 0, 0, 0, 0, 0] 99645->99646 99661 Y Coordinate <= 1932738.5 gini = 0.641 samples = 428 value = [168, 5, 1, 3, 0, 12, 2, 0, 188, 0, 44, 0, 3 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 99645->99661 99647 (...) 99646->99647 99656 (...) 99646->99656 99662 (...) 99661->99662 99665 (...) 99661->99665 99675 Y Coordinate <= 1943907.0 gini = 0.696 samples = 361 value = [84, 14, 6, 18, 1, 8, 4, 0, 170, 0, 55, 0, 0 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 99674->99675 99686 X Coordinate <= 1166675.5 gini = 0.603 samples = 172 value = [44, 4, 2, 1, 2, 8, 1, 0, 98, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 99674->99686 99676 (...) 99675->99676 99683 (...) 99675->99683 99687 (...) 99686->99687 99688 (...) 99686->99688 99692 Location Description <= 1.5 gini = 0.603 samples = 263451 value = [31897, 14138, 1222, 5853, 856, 23097, 1068, 11, 158514 126, 25197, 6, 398, 3, 0, 447, 10, 0, 158, 0 445, 3, 1, 1] 99691->99692 107709 Location Description <= 8.5 gini = 0.393 samples = 40861 value = [981, 1710, 48, 379, 7, 988, 18, 1, 31317, 3, 5253 0, 48, 0, 0, 39, 3, 0, 10, 0, 56, 0, 0, 0] 99691->107709 99693 Hour <= 5.5 gini = 0.551 samples = 155754 value = [16726, 8598, 995, 3513, 317, 9610, 806, 7, 101237 38, 13342, 4, 215, 2, 0, 165, 5, 0, 76, 0, 95 3, 0, 0] 99692->99693 104412 Location Description <= 2.5 gini = 0.666 samples = 107697 value = [15171, 5540, 227, 2340, 539, 13487, 262, 4, 57277 88, 11855, 2, 183, 1, 0, 282, 5, 0, 82, 0, 350 0, 1, 1] 99692->104412 99694 Hour <= 0.5 gini = 0.482 samples = 36087 value = [2556, 1720, 337, 478, 51, 2834, 252, 0, 25536, 12 2238, 2, 40, 0, 0, 11, 0, 0, 4, 0, 14, 2, 0 0] 99693->99694 100797 Hour <= 19.5 gini = 0.57 samples = 119667 value = [14170, 6878, 658, 3035, 266, 6776, 554, 7, 75701, 26 11104, 2, 175, 2, 0, 154, 5, 0, 72, 0, 81, 1 0, 0] 99693->100797 99695 Community Area <= 10.5 gini = 0.563 samples = 8994 value = [990, 499, 121, 292, 37, 596, 67, 0, 5774, 6, 591 0, 14, 0, 0, 3, 0, 0, 1, 0, 2, 1, 0, 0] 99694->99695 99962 Beat <= 873.0 gini = 0.452 samples = 27093 value = [1566, 1221, 216, 186, 14, 2238, 185, 0, 19762, 6 1647, 2, 26, 0, 0, 8, 0, 0, 3, 0, 12, 1, 0 0] 99694->99962 99696 Beat <= 1923.5 gini = 0.626 samples = 708 value = [169, 33, 11, 15, 9, 26, 9, 0, 394, 0, 39, 0, 2 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99695->99696 99717 Y Coordinate <= 1848963.5 gini = 0.555 samples = 8286 value = [821, 466, 110, 277, 28, 570, 58, 0, 5380, 6, 552 0, 12, 0, 0, 2, 0, 0, 1, 0, 2, 1, 0, 0] 99695->99717 99697 Year <= 2009.5 gini = 0.673 samples = 200 value = [64, 11, 1, 2, 4, 9, 5, 0, 93, 0, 9, 0, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99696->99697 99702 Y Coordinate <= 1946197.0 gini = 0.599 samples = 508 value = [105, 22, 10, 13, 5, 17, 4, 0, 301, 0, 30, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99696->99702 99698 gini = 0.638 samples = 93 value = [44, 3, 0, 0, 1, 3, 4, 0, 34, 0, 2, 0, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99697->99698 99699 X Coordinate <= 1171562.5 gini = 0.647 samples = 107 value = [20, 8, 1, 2, 3, 6, 1, 0, 59, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99697->99699 99700 (...) 99699->99700 99701 (...) 99699->99701 99703 Beat <= 2317.5 gini = 0.598 samples = 349 value = [86, 12, 6, 7, 4, 11, 1, 0, 202, 0, 20, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99702->99703 99712 X Coordinate <= 1164745.5 gini = 0.586 samples = 159 value = [19, 10, 4, 6, 1, 6, 3, 0, 99, 0, 10, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 99702->99712 99704 (...) 99703->99704 99707 (...) 99703->99707 99713 (...) 99712->99713 99716 (...) 99712->99716 99718 X Coordinate <= 1177067.0 gini = 0.656 samples = 533 value = [55, 43, 8, 31, 3, 51, 6, 0, 296, 0, 40, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99717->99718 99731 Ward <= 5.5 gini = 0.547 samples = 7753 value = [766, 423, 102, 246, 25, 519, 52, 0, 5084, 6, 512 0, 12, 0, 0, 2, 0, 0, 1, 0, 2, 1, 0, 0] 99717->99731 99719 Y Coordinate <= 1842223.0 gini = 0.747 samples = 150 value = [22, 21, 1, 10, 3, 10, 3, 0, 66, 0, 14, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99718->99719 99722 Y Coordinate <= 1846378.0 gini = 0.609 samples = 383 value = [33, 22, 7, 21, 0, 41, 3, 0, 230, 0, 26, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99718->99722 99720 (...) 99719->99720 99721 (...) 99719->99721 99723 (...) 99722->99723 99730 (...) 99722->99730 99732 Year <= 2003.5 gini = 0.602 samples = 1160 value = [162, 62, 13, 35, 5, 91, 12, 0, 700, 0, 77, 0 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0] 99731->99732 99763 Month <= 1.5 gini = 0.537 samples = 6593 value = [604, 361, 89, 211, 20, 428, 40, 0, 4384, 6, 435 0, 12, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0] 99731->99763 99733 (...) 99732->99733 99736 (...) 99732->99736 99764 (...) 99763->99764 99779 (...) 99763->99779 99963 X Coordinate <= 1149159.0 gini = 0.482 samples = 13138 value = [752, 714, 87, 99, 7, 1289, 86, 0, 9271, 3, 806 2, 12, 0, 0, 3, 0, 0, 3, 0, 3, 1, 0, 0] 99962->99963 100374 Ward <= 39.5 gini = 0.422 samples = 13955 value = [814, 507, 129, 87, 7, 949, 99, 0, 10491, 3, 841 0, 14, 0, 0, 5, 0, 0, 0, 0, 9, 0, 0, 0] 99962->100374 99964 Y Coordinate <= 1862548.0 gini = 0.542 samples = 198 value = [43, 6, 1, 1, 1, 11, 2, 0, 126, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99963->99964 99969 Y Coordinate <= 1852645.0 gini = 0.481 samples = 12940 value = [709, 708, 86, 98, 6, 1278, 84, 0, 9145, 3, 799 2, 12, 0, 0, 3, 0, 0, 3, 0, 3, 1, 0, 0] 99963->99969 99965 gini = 0.619 samples = 88 value = [28, 3, 0, 0, 1, 5, 1, 0, 46, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99964->99965 99966 Year <= 2008.5 gini = 0.448 samples = 110 value = [15, 3, 1, 1, 0, 6, 1, 0, 80, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 99964->99966 99967 (...) 99966->99967 99968 (...) 99966->99968 99970 Year <= 2007.5 gini = 0.522 samples = 3248 value = [221, 198, 25, 30, 4, 336, 22, 0, 2191, 1, 209, 2 7, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 99969->99970 100069 Year <= 2009.5 gini = 0.467 samples = 9692 value = [488, 510, 61, 68, 2, 942, 62, 0, 6954, 2, 590, 0 5, 0, 0, 2, 0, 0, 3, 0, 2, 1, 0, 0] 99969->100069 99971 (...) 99970->99971 100002 (...) 99970->100002 100070 (...) 100069->100070 100257 (...) 100069->100257 100375 Year <= 2010.5 gini = 0.418 samples = 11779 value = [589, 439, 110, 77, 7, 855, 79, 0, 8888, 2, 711 0, 11, 0, 0, 5, 0, 0, 0, 0, 6, 0, 0, 0] 100374->100375 100730 Month <= 7.5 gini = 0.44 samples = 2176 value = [225, 68, 19, 10, 0, 94, 20, 0, 1603, 1, 130, 0 3, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 100374->100730 100376 Year <= 2004.5 gini = 0.401 samples = 7905 value = [407, 248, 66, 48, 3, 545, 52, 0, 6054, 2, 466, 0 6, 0, 0, 5, 0, 0, 0, 0, 3, 0, 0, 0] 100375->100376 100611 Y Coordinate <= 1845118.5 gini = 0.45 samples = 3874 value = [182, 191, 44, 29, 4, 310, 27, 0, 2834, 0, 245, 0 5, 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 100375->100611 100377 (...) 100376->100377 100420 (...) 100376->100420 100612 (...) 100611->100612 100613 (...) 100611->100613 100731 Month <= 4.5 gini = 0.467 samples = 1273 value = [146, 41, 11, 6, 0, 57, 11, 0, 911, 1, 88, 0, 0 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 100730->100731 100770 Ward <= 44.5 gini = 0.4 samples = 903 value = [79, 27, 8, 4, 0, 37, 9, 0, 692, 0, 42, 0, 3 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 100730->100770 100732 (...) 100731->100732 100753 (...) 100731->100753 100771 (...) 100770->100771 100780 (...) 100770->100780 100798 Ward <= 37.5 gini = 0.591 samples = 84084 value = [10662, 5378, 454, 2410, 236, 4684, 394, 5, 51556, 18 7911, 0, 125, 2, 0, 136, 4, 0, 54, 0, 54, 1, 0 0] 100797->100798 103355 Beat <= 672.5 gini = 0.516 samples = 35583 value = [3508, 1500, 204, 625, 30, 2092, 160, 2, 24145, 8 3193, 2, 50, 0, 0, 18, 1, 0, 18, 0, 27, 0, 0 0] 100797->103355 100799 Ward <= 4.5 gini = 0.588 samples = 75508 value = [8783, 5011, 403, 2209, 206, 4398, 357, 4, 46570, 18 7217, 0, 108, 2, 0, 124, 4, 0, 49, 0, 44, 1, 0 0] 100798->100799 103086 X Coordinate <= 1170251.0 gini = 0.604 samples = 8576 value = [1879, 367, 51, 201, 30, 286, 37, 1, 4986, 0, 694 0, 17, 0, 0, 12, 0, 0, 5, 0, 10, 0, 0, 0] 100798->103086 100800 X Coordinate <= 1160867.0 gini = 0.648 samples = 6510 value = [1079, 520, 35, 206, 30, 342, 31, 0, 3592, 1, 643 0, 9, 0, 0, 13, 0, 0, 3, 0, 6, 0, 0, 0] 100799->100800 100987 Y Coordinate <= 1851268.5 gini = 0.582 samples = 68998 value = [7704, 4491, 368, 2003, 176, 4056, 326, 4, 42978, 17 6574, 0, 99, 2, 0, 111, 4, 0, 46, 0, 38, 1, 0 0] 100799->100987 100801 Beat <= 1311.5 gini = 0.569 samples = 1249 value = [150, 59, 6, 31, 6, 58, 3, 0, 790, 0, 132, 0, 4 0, 0, 6, 0, 0, 1, 0, 3, 0, 0, 0] 100800->100801 100836 Y Coordinate <= 1881837.0 gini = 0.664 samples = 5261 value = [929, 461, 29, 175, 24, 284, 28, 0, 2802, 1, 511 0, 5, 0, 0, 7, 0, 0, 2, 0, 3, 0, 0, 0] 100800->100836 100802 (...) 100801->100802 100823 (...) 100801->100823 100837 (...) 100836->100837 100952 (...) 100836->100952 100988 Community Area <= 71.5 gini = 0.633 samples = 7483 value = [1061, 497, 40, 270, 11, 500, 39, 1, 4278, 3, 736 0, 12, 0, 0, 20, 0, 0, 3, 0, 11, 1, 0, 0] 100987->100988 101211 Year <= 2008.5 gini = 0.575 samples = 61515 value = [6643, 3994, 328, 1733, 165, 3556, 287, 3, 38700, 14 5838, 0, 87, 2, 0, 91, 4, 0, 43, 0, 27, 0, 0 0] 100987->101211 100989 (...) 100988->100989 101192 (...) 100988->101192 101212 (...) 101211->101212 102021 (...) 101211->102021 103087 Ward <= 48.5 gini = 0.594 samples = 7789 value = [1614, 317, 41, 185, 23, 260, 31, 0, 4623, 0, 655 0, 16, 0, 0, 11, 0, 0, 5, 0, 8, 0, 0, 0] 103086->103087 103332 Year <= 2008.5 gini = 0.666 samples = 787 value = [265, 50, 10, 16, 7, 26, 6, 1, 363, 0, 39, 0, 1 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0] 103086->103332 103088 Hour <= 7.5 gini = 0.608 samples = 5166 value = [1175, 211, 32, 127, 17, 154, 22, 0, 2968, 0, 426 0, 14, 0, 0, 7, 0, 0, 5, 0, 8, 0, 0, 0] 103087->103088 103249 Year <= 2007.5 gini = 0.562 samples = 2623 value = [439, 106, 9, 58, 6, 106, 9, 0, 1655, 0, 229, 0 2, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0] 103087->103249 103089 (...) 103088->103089 103104 (...) 103088->103104 103250 (...) 103249->103250 103277 (...) 103249->103277 103333 Beat <= 1932.5 gini = 0.641 samples = 334 value = [142, 12, 1, 9, 4, 9, 2, 0, 139, 0, 15, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 103332->103333 103342 Hour <= 17.5 gini = 0.67 samples = 453 value = [123, 38, 9, 7, 3, 17, 4, 1, 224, 0, 24, 0, 0 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0] 103332->103342 103334 (...) 103333->103334 103339 (...) 103333->103339 103343 (...) 103342->103343 103354 (...) 103342->103354 103356 Y Coordinate <= 1872567.0 gini = 0.551 samples = 11767 value = [1128, 608, 70, 258, 12, 884, 35, 1, 7653, 4, 1077 0, 16, 0, 0, 4, 0, 0, 10, 0, 7, 0, 0, 0] 103355->103356 103701 Ward <= 37.5 gini = 0.498 samples = 23816 value = [2380, 892, 134, 367, 18, 1208, 125, 1, 16492, 4 2116, 2, 34, 0, 0, 14, 1, 0, 8, 0, 20, 0, 0 0] 103355->103701 103357 Year <= 2008.5 gini = 0.544 samples = 10871 value = [1000, 542, 61, 243, 9, 817, 33, 0, 7133, 4, 994 0, 16, 0, 0, 4, 0, 0, 8, 0, 7, 0, 0, 0] 103356->103357 103676 Year <= 2007.5 gini = 0.623 samples = 896 value = [128, 66, 9, 15, 3, 67, 2, 1, 520, 0, 83, 0, 0 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0] 103356->103676 103358 Y Coordinate <= 1836532.5 gini = 0.534 samples = 5102 value = [559, 191, 14, 124, 5, 325, 16, 0, 3382, 3, 459 0, 13, 0, 0, 1, 0, 0, 7, 0, 3, 0, 0, 0] 103357->103358 103505 X Coordinate <= 1199722.0 gini = 0.551 samples = 5769 value = [441, 351, 47, 119, 4, 492, 17, 0, 3751, 1, 535 0, 3, 0, 0, 3, 0, 0, 1, 0, 4, 0, 0, 0] 103357->103505 103359 (...) 103358->103359 103370 (...) 103358->103370 103506 (...) 103505->103506 103675 (...) 103505->103675 103677 Year <= 2005.5 gini = 0.711 samples = 190 value = [45, 10, 2, 0, 2, 20, 1, 0, 86, 0, 22, 0, 0 0, 0, 0, 0, 0, 2, 0, 0, 0, 0, 0] 103676->103677 103682 Hour <= 20.5 gini = 0.59 samples = 706 value = [83, 56, 7, 15, 1, 47, 1, 1, 434, 0, 61, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 103676->103682 103678 (...) 103677->103678 103679 (...) 103677->103679 103683 (...) 103682->103683 103686 (...) 103682->103686 103702 Y Coordinate <= 1855538.5 gini = 0.495 samples = 19832 value = [1787, 792, 105, 310, 9, 1083, 101, 1, 13789, 4 1788, 2, 31, 0, 0, 12, 1, 0, 5, 0, 12, 0, 0 0] 103701->103702 104293 X Coordinate <= 1172015.5 gini = 0.509 samples = 3984 value = [593, 100, 29, 57, 9, 125, 24, 0, 2703, 0, 328, 0 3, 0, 0, 2, 0, 0, 3, 0, 8, 0, 0, 0] 103701->104293 103703 Community Area <= 74.5 gini = 0.617 samples = 422 value = [75, 27, 5, 5, 1, 23, 1, 0, 245, 0, 36, 0, 3 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 103702->103703 103716 Year <= 2012.5 gini = 0.492 samples = 19410 value = [1712, 765, 100, 305, 8, 1060, 100, 1, 13544, 4 1752, 2, 28, 0, 0, 11, 1, 0, 5, 0, 12, 0, 0 0] 103702->103716 103704 (...) 103703->103704 103715 (...) 103703->103715 103717 (...) 103716->103717 104194 (...) 103716->104194 104294 X Coordinate <= 1117857.5 gini = 0.5 samples = 3706 value = [519, 94, 25, 55, 8, 118, 20, 0, 2546, 0, 309, 0 3, 0, 0, 2, 0, 0, 2, 0, 5, 0, 0, 0] 104293->104294 104405 Year <= 2009.5 gini = 0.604 samples = 278 value = [74, 6, 4, 2, 1, 7, 4, 0, 157, 0, 19, 0, 0, 0 0, 0, 0, 0, 1, 0, 3, 0, 0, 0] 104293->104405 104295 (...) 104294->104295 104296 (...) 104294->104296 104406 (...) 104405->104406 104409 (...) 104405->104409 104413 Beat <= 131.5 gini = 0.693 samples = 29358 value = [6844, 1372, 121, 1352, 451, 1327, 105, 1, 14201, 16 3217, 0, 71, 1, 0, 116, 1, 0, 47, 0, 114, 0, 1 0] 104412->104413 105320 Location Description <= 6.5 gini = 0.647 samples = 78339 value = [8327, 4168, 106, 988, 88, 12160, 157, 3, 43076, 72 8638, 2, 112, 0, 0, 166, 4, 0, 35, 0, 236, 0 0, 1] 104412->105320 104414 X Coordinate <= 1175762.0 gini = 0.623 samples = 1523 value = [837, 32, 1, 15, 26, 9, 1, 0, 326, 0, 255, 0, 4 0, 0, 1, 0, 0, 7, 0, 9, 0, 0, 0] 104413->104414 104459 Hour <= 5.5 gini = 0.686 samples = 27835 value = [6007, 1340, 120, 1337, 425, 1318, 104, 1, 13875, 16 2962, 0, 67, 1, 0, 115, 1, 0, 40, 0, 105, 0, 1 0] 104413->104459 104415 Beat <= 117.0 gini = 0.524 samples = 806 value = [534, 15, 1, 6, 17, 4, 1, 0, 114, 0, 103, 0, 2 0, 0, 0, 0, 0, 6, 0, 3, 0, 0, 0] 104414->104415 104440 X Coordinate <= 1176328.5 gini = 0.688 samples = 717 value = [303, 17, 0, 9, 9, 5, 0, 0, 212, 0, 152, 0, 2 0, 0, 1, 0, 0, 1, 0, 6, 0, 0, 0] 104414->104440 104416 X Coordinate <= 1175278.0 gini = 0.373 samples = 467 value = [365, 0, 1, 2, 14, 2, 1, 0, 52, 0, 26, 0, 1 0, 0, 0, 0, 0, 2, 0, 1, 0, 0, 0] 104415->104416 104431 X Coordinate <= 1174816.0 gini = 0.664 samples = 339 value = [169, 15, 0, 4, 3, 2, 0, 0, 62, 0, 77, 0, 1 0, 0, 0, 0, 0, 4, 0, 2, 0, 0, 0] 104415->104431 104417 Y Coordinate <= 1899953.0 gini = 0.31 samples = 353 value = [291, 0, 1, 1, 12, 1, 1, 0, 31, 0, 14, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 104416->104417 104428 X Coordinate <= 1175562.0 gini = 0.533 samples = 114 value = [74, 0, 0, 1, 2, 1, 0, 0, 21, 0, 12, 0, 0, 0 0, 0, 0, 0, 2, 0, 1, 0, 0, 0] 104416->104428 104418 (...) 104417->104418 104423 (...) 104417->104423 104429 (...) 104428->104429 104430 (...) 104428->104430 104432 X Coordinate <= 1172708.0 gini = 0.633 samples = 273 value = [147, 11, 0, 3, 3, 1, 0, 0, 35, 0, 66, 0, 1 0, 0, 0, 0, 0, 4, 0, 2, 0, 0, 0] 104431->104432 104439 gini = 0.69 samples = 66 value = [22, 4, 0, 1, 0, 1, 0, 0, 27, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 104431->104439 104433 (...) 104432->104433 104438 (...) 104432->104438 104441 Y Coordinate <= 1900738.0 gini = 0.688 samples = 287 value = [94, 6, 0, 2, 4, 2, 0, 0, 60, 0, 115, 0, 2, 0 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 104440->104441 104448 Hour <= 17.5 gini = 0.63 samples = 430 value = [209, 11, 0, 7, 5, 3, 0, 0, 152, 0, 37, 0, 0 0, 0, 1, 0, 0, 0, 0, 5, 0, 0, 0] 104440->104448 104442 gini = 0.583 samples = 74 value = [45, 2, 0, 0, 2, 2, 0, 0, 12, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 104441->104442 104443 Hour <= 10.5 gini = 0.653 samples = 213 value = [49, 4, 0, 2, 2, 0, 0, 0, 48, 0, 105, 0, 2, 0 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 104441->104443 104444 (...) 104443->104444 104445 (...) 104443->104445 104449 Hour <= 4.5 gini = 0.603 samples = 353 value = [194, 9, 0, 4, 4, 1, 0, 0, 103, 0, 34, 0, 0 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0] 104448->104449 104458 gini = 0.552 samples = 77 value = [15, 2, 0, 3, 1, 2, 0, 0, 49, 0, 3, 0, 0, 0 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 104448->104458 104450 (...) 104449->104450 104451 (...) 104449->104451 104460 Hour <= 0.5 gini = 0.558 samples = 4918 value = [592, 230, 32, 79, 85, 356, 19, 0, 3169, 6, 320 0, 3, 0, 0, 8, 0, 0, 8, 0, 11, 0, 0, 0] 104459->104460 104611 Hour <= 16.5 gini = 0.705 samples = 22917 value = [5415, 1110, 88, 1258, 340, 962, 85, 1, 10706, 10 2642, 0, 64, 1, 0, 107, 1, 0, 32, 0, 94, 0, 1 0] 104459->104611 104461 Ward <= 5.5 gini = 0.646 samples = 1386 value = [259, 70, 8, 45, 70, 70, 3, 0, 767, 1, 83, 0, 1 0, 0, 1, 0, 0, 5, 0, 3, 0, 0, 0] 104460->104461 104502 Year <= 2009.5 gini = 0.515 samples = 3532 value = [333, 160, 24, 34, 15, 286, 16, 0, 2402, 5, 237 0, 2, 0, 0, 7, 0, 0, 3, 0, 8, 0, 0, 0] 104460->104502 104462 Community Area <= 38.5 gini = 0.513 samples = 340 value = [33, 10, 2, 11, 7, 19, 2, 0, 233, 1, 18, 0, 0 0, 0, 0, 0, 0, 3, 0, 1, 0, 0, 0] 104461->104462 104473 Year <= 2007.5 gini = 0.678 samples = 1046 value = [226, 60, 6, 34, 63, 51, 1, 0, 534, 0, 65, 0, 1 0, 0, 1, 0, 0, 2, 0, 2, 0, 0, 0] 104461->104473 104463 (...) 104462->104463 104472 (...) 104462->104472 104474 (...) 104473->104474 104485 (...) 104473->104485 104503 Beat <= 172.5 gini = 0.482 samples = 2369 value = [168, 88, 12, 26, 10, 193, 11, 0, 1675, 4, 167, 0 2, 0, 0, 7, 0, 0, 3, 0, 3, 0, 0, 0] 104502->104503 104574 X Coordinate <= 1160952.5 gini = 0.575 samples = 1163 value = [165, 72, 12, 8, 5, 93, 5, 0, 727, 1, 70, 0, 0 0, 0, 0, 0, 0, 0, 0, 5, 0, 0, 0] 104502->104574 104504 (...) 104503->104504 104507 (...) 104503->104507 104575 (...) 104574->104575 104586 (...) 104574->104586 104612 Ward <= 28.5 gini = 0.732 samples = 13384 value = [3819, 676, 45, 791, 288, 556, 47, 1, 5437, 7, 1519 0, 44, 1, 0, 75, 0, 0, 20, 0, 58, 0, 0, 0] 104611->104612 105029 Year <= 2008.5 gini = 0.646 samples = 9533 value = [1596, 434, 43, 467, 52, 406, 38, 0, 5269, 3, 1123 0, 20, 0, 0, 32, 1, 0, 12, 0, 36, 0, 1, 0] 104611->105029 104613 Community Area <= 40.5 gini = 0.726 samples = 9816 value = [2368, 533, 28, 567, 207, 487, 34, 1, 4322, 7, 1125 0, 31, 1, 0, 49, 0, 0, 13, 0, 43, 0, 0, 0] 104612->104613 104920 Ward <= 37.5 gini = 0.718 samples = 3568 value = [1451, 143, 17, 224, 81, 69, 13, 0, 1115, 0, 394 0, 13, 0, 0, 26, 0, 0, 7, 0, 15, 0, 0, 0] 104612->104920 104614 (...) 104613->104614 104765 (...) 104613->104765 104921 (...) 104920->104921 104974 (...) 104920->104974 105030 Ward <= 31.5 gini = 0.59 samples = 5168 value = [678, 183, 18, 184, 27, 243, 21, 0, 3164, 1, 596 0, 11, 0, 0, 17, 1, 0, 3, 0, 21, 0, 0, 0] 105029->105030 105191 Hour <= 20.5 gini = 0.7 samples = 4365 value = [918, 251, 25, 283, 25, 163, 17, 0, 2105, 2, 527 0, 9, 0, 0, 15, 0, 0, 9, 0, 15, 0, 1, 0] 105029->105191 105031 (...) 105030->105031 105166 (...) 105030->105166 105192 (...) 105191->105192 105275 (...) 105191->105275 105321 Hour <= 5.5 gini = 0.657 samples = 71575 value = [7993, 3674, 63, 942, 83, 11379, 141, 3, 38459, 12 8293, 2, 104, 0, 0, 155, 4, 0, 35, 0, 232, 0 0, 1] 105320->105321 107504 Beat <= 2513.5 gini = 0.51 samples = 6764 value = [334, 494, 43, 46, 5, 781, 16, 0, 4617, 60, 345 0, 8, 0, 0, 11, 0, 0, 0, 0, 4, 0, 0, 0] 105320->107504 105322 Year <= 2008.5 gini = 0.591 samples = 14971 value = [1119, 736, 20, 32, 18, 3031, 23, 1, 8931, 8, 987 0, 15, 0, 0, 16, 3, 0, 2, 0, 29, 0, 0, 0] 105321->105322 105791 Location Description <= 5.5 gini = 0.672 samples = 56604 value = [6874, 2938, 43, 910, 65, 8348, 118, 2, 29528, 4 7306, 2, 89, 0, 0, 139, 1, 0, 33, 0, 203, 0, 0 1] 105321->105791 105323 Community Area <= 9.5 gini = 0.566 samples = 8057 value = [641, 287, 14, 18, 13, 1493, 19, 0, 5017, 1, 515 0, 8, 0, 0, 10, 2, 0, 1, 0, 18, 0, 0, 0] 105322->105323 105574 Y Coordinate <= 1862510.0 gini = 0.616 samples = 6914 value = [478, 449, 6, 14, 5, 1538, 4, 1, 3914, 7, 472, 0 7, 0, 0, 6, 1, 0, 1, 0, 11, 0, 0, 0] 105322->105574 105324 Hour <= 1.5 gini = 0.46 samples = 349 value = [29, 8, 1, 1, 4, 23, 1, 0, 252, 0, 28, 0, 0 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 105323->105324 105335 Month <= 10.5 gini = 0.57 samples = 7708 value = [612, 279, 13, 17, 9, 1470, 18, 0, 4765, 1, 487 0, 8, 0, 0, 9, 2, 0, 1, 0, 17, 0, 0, 0] 105323->105335 105325 (...) 105324->105325 105330 (...) 105324->105330 105336 (...) 105335->105336 105547 (...) 105335->105547 105575 Month <= 8.5 gini = 0.652 samples = 2584 value = [197, 193, 2, 7, 5, 639, 1, 1, 1345, 1, 178, 0 5, 0, 0, 2, 1, 0, 1, 0, 6, 0, 0, 0] 105574->105575 105652 Community Area <= 14.5 gini = 0.593 samples = 4330 value = [281, 256, 4, 7, 0, 899, 3, 0, 2569, 6, 294, 0 2, 0, 0, 4, 0, 0, 0, 0, 5, 0, 0, 0] 105574->105652 105576 (...) 105575->105576 105631 (...) 105575->105631 105653 (...) 105652->105653 105666 (...) 105652->105666 105792 Hour <= 10.5 gini = 0.669 samples = 54913 value = [6563, 2908, 40, 638, 65, 8335, 111, 2, 28769, 4 7045, 2, 89, 0, 0, 119, 1, 0, 33, 0, 188, 0, 0 1] 105791->105792 107453 Year <= 2011.5 gini = 0.714 samples = 1691 value = [311, 30, 3, 272, 0, 13, 7, 0, 759, 0, 261, 0 0, 0, 0, 20, 0, 0, 0, 0, 15, 0, 0, 0] 105791->107453 105793 Year <= 2008.5 gini = 0.723 samples = 9667 value = [1509, 561, 2, 140, 23, 1721, 21, 0, 4326, 3, 1254 0, 11, 0, 0, 31, 1, 0, 12, 0, 51, 0, 0, 1] 105792->105793 106086 Year <= 2008.5 gini = 0.655 samples = 45246 value = [5054, 2347, 38, 498, 42, 6614, 90, 2, 24443, 1 5791, 2, 78, 0, 0, 88, 0, 0, 21, 0, 137, 0, 0 0] 105792->106086 105794 (...) 105793->105794 105935 (...) 105793->105935 106087 (...) 106086->106087 106788 (...) 106086->106788 107454 Y Coordinate <= 1848865.5 gini = 0.695 samples = 1291 value = [226, 21, 2, 180, 0, 12, 7, 0, 621, 0, 195, 0 0, 0, 0, 16, 0, 0, 0, 0, 11, 0, 0, 0] 107453->107454 107493 Hour <= 12.5 gini = 0.755 samples = 400 value = [85, 9, 1, 92, 0, 1, 0, 0, 138, 0, 66, 0, 0 0, 0, 4, 0, 0, 0, 0, 4, 0, 0, 0] 107453->107493 107455 (...) 107454->107455 107462 (...) 107454->107462 107494 (...) 107493->107494 107499 (...) 107493->107499 107505 Ward <= 8.5 gini = 0.497 samples = 6281 value = [306, 456, 35, 44, 4, 659, 14, 0, 4358, 60, 325 0, 8, 0, 0, 9, 0, 0, 0, 0, 3, 0, 0, 0] 107504->107505 107696 Year <= 2006.5 gini = 0.637 samples = 483 value = [28, 38, 8, 2, 1, 122, 2, 0, 259, 0, 20, 0, 0 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0] 107504->107696 107506 X Coordinate <= 1176591.0 gini = 0.442 samples = 1489 value = [63, 114, 7, 16, 2, 88, 2, 0, 1097, 8, 91, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107505->107506 107551 Y Coordinate <= 1870018.0 gini = 0.512 samples = 4792 value = [243, 342, 28, 28, 2, 571, 12, 0, 3261, 52, 234 0, 7, 0, 0, 9, 0, 0, 0, 0, 3, 0, 0, 0] 107505->107551 107507 Y Coordinate <= 1870712.0 gini = 0.513 samples = 427 value = [22, 28, 4, 5, 0, 38, 1, 0, 291, 2, 36, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107506->107507 107518 Ward <= 7.5 gini = 0.411 samples = 1062 value = [41, 86, 3, 11, 2, 50, 1, 0, 806, 6, 55, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107506->107518 107508 (...) 107507->107508 107511 (...) 107507->107511 107519 (...) 107518->107519 107546 (...) 107518->107546 107552 Hour <= 18.5 gini = 0.549 samples = 2140 value = [114, 173, 14, 13, 2, 303, 5, 0, 1386, 24, 97, 0 3, 0, 0, 5, 0, 0, 0, 0, 1, 0, 0, 0] 107551->107552 107619 X Coordinate <= 1159159.5 gini = 0.481 samples = 2652 value = [129, 169, 14, 15, 0, 268, 7, 0, 1875, 28, 137, 0 4, 0, 0, 4, 0, 0, 0, 0, 2, 0, 0, 0] 107551->107619 107553 (...) 107552->107553 107600 (...) 107552->107600 107620 (...) 107619->107620 107677 (...) 107619->107677 107697 Year <= 2005.5 gini = 0.641 samples = 165 value = [11, 5, 1, 2, 1, 75, 1, 0, 63, 0, 4, 0, 0, 0 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 107696->107697 107700 X Coordinate <= 1143682.0 gini = 0.582 samples = 318 value = [17, 33, 7, 0, 0, 47, 1, 0, 196, 0, 16, 0, 0 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 107696->107700 107698 gini = 0.616 samples = 88 value = [6, 3, 1, 0, 1, 30, 0, 0, 45, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107697->107698 107699 gini = 0.597 samples = 77 value = [5, 2, 0, 2, 0, 45, 1, 0, 18, 0, 2, 0, 0, 0 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 107697->107699 107701 Hour <= 12.5 gini = 0.661 samples = 160 value = [8, 24, 3, 0, 0, 29, 0, 0, 84, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 107700->107701 107704 Year <= 2009.5 gini = 0.476 samples = 158 value = [9, 9, 4, 0, 0, 18, 1, 0, 112, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107700->107704 107702 (...) 107701->107702 107703 (...) 107701->107703 107705 (...) 107704->107705 107706 (...) 107704->107706 107710 Year <= 2008.5 gini = 0.47 samples = 5713 value = [135, 233, 30, 26, 1, 667, 3, 1, 4063, 3, 536, 0 4, 0, 0, 2, 2, 0, 0, 0, 7, 0, 0, 0] 107709->107710 107883 Hour <= 6.5 gini = 0.378 samples = 35148 value = [846, 1477, 18, 353, 6, 321, 15, 0, 27254, 0, 4717 0, 44, 0, 0, 37, 1, 0, 10, 0, 49, 0, 0, 0] 107709->107883 107711 Y Coordinate <= 1858708.5 gini = 0.421 samples = 2846 value = [67, 104, 14, 14, 0, 282, 3, 1, 2132, 1, 222, 0 0, 0, 0, 2, 0, 0, 0, 0, 4, 0, 0, 0] 107710->107711 107796 Hour <= 5.5 gini = 0.514 samples = 2867 value = [68, 129, 16, 12, 1, 385, 0, 0, 1931, 2, 314, 0 4, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 0] 107710->107796 107712 Beat <= 623.5 gini = 0.503 samples = 738 value = [25, 33, 7, 4, 0, 101, 2, 0, 505, 0, 59, 0, 0 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 107711->107712 107733 Y Coordinate <= 1912234.5 gini = 0.389 samples = 2108 value = [42, 71, 7, 10, 0, 181, 1, 1, 1627, 1, 163, 0 0, 0, 0, 2, 0, 0, 0, 0, 2, 0, 0, 0] 107711->107733 107713 Y Coordinate <= 1855847.5 gini = 0.443 samples = 441 value = [11, 22, 4, 2, 0, 43, 2, 0, 324, 0, 31, 0, 0 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 107712->107713 107724 Hour <= 13.5 gini = 0.578 samples = 297 value = [14, 11, 3, 2, 0, 58, 0, 0, 181, 0, 28, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107712->107724 107714 X Coordinate <= 1172109.0 gini = 0.42 samples = 391 value = [10, 18, 4, 2, 0, 30, 2, 0, 294, 0, 29, 0, 0 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 107713->107714 107723 gini = 0.564 samples = 50 value = [1, 4, 0, 0, 0, 13, 0, 0, 30, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107713->107723 107715 gini = 0.529 samples = 92 value = [2, 10, 0, 0, 0, 8, 0, 0, 61, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 107714->107715 107716 Hour <= 15.5 gini = 0.382 samples = 299 value = [8, 8, 4, 2, 0, 22, 2, 0, 233, 0, 19, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 107714->107716 107717 (...) 107716->107717 107720 (...) 107716->107720 107725 X Coordinate <= 1172578.0 gini = 0.643 samples = 145 value = [7, 6, 3, 1, 0, 38, 0, 0, 76, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107724->107725 107728 X Coordinate <= 1174006.5 gini = 0.494 samples = 152 value = [7, 5, 0, 1, 0, 20, 0, 0, 105, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107724->107728 107726 gini = 0.597 samples = 83 value = [5, 3, 0, 1, 0, 16, 0, 0, 49, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107725->107726 107727 gini = 0.672 samples = 62 value = [2, 3, 3, 0, 0, 22, 0, 0, 27, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107725->107727 107729 Y Coordinate <= 1850315.0 gini = 0.388 samples = 100 value = [2, 3, 0, 0, 0, 12, 0, 0, 77, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107728->107729 107732 gini = 0.652 samples = 52 value = [5, 2, 0, 1, 0, 8, 0, 0, 28, 0, 8, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107728->107732 107730 (...) 107729->107730 107731 (...) 107729->107731 107734 Hour <= 11.5 gini = 0.38 samples = 1628 value = [23, 61, 3, 10, 0, 160, 1, 1, 1266, 1, 100, 0 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 107733->107734 107783 X Coordinate <= 1143290.5 gini = 0.413 samples = 480 value = [19, 10, 4, 0, 0, 21, 0, 0, 361, 0, 63, 0, 0 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 107733->107783 107735 X Coordinate <= 1181102.0 gini = 0.411 samples = 578 value = [11, 32, 1, 0, 0, 76, 1, 0, 435, 0, 22, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107734->107735 107752 Ward <= 3.5 gini = 0.361 samples = 1050 value = [12, 29, 2, 10, 0, 84, 0, 1, 831, 1, 78, 0, 0 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 107734->107752 107736 Beat <= 1114.5 gini = 0.388 samples = 525 value = [5, 28, 1, 0, 0, 66, 1, 0, 404, 0, 20, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107735->107736 107751 gini = 0.602 samples = 53 value = [6, 4, 0, 0, 0, 10, 0, 0, 31, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107735->107751 107737 (...) 107736->107737 107744 (...) 107736->107744 107753 gini = 0.16 samples = 70 value = [0, 0, 0, 0, 0, 4, 0, 0, 64, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107752->107753 107754 Ward <= 14.5 gini = 0.374 samples = 980 value = [12, 29, 2, 10, 0, 80, 0, 1, 767, 1, 76, 0, 0 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 107752->107754 107755 (...) 107754->107755 107758 (...) 107754->107758 107784 X Coordinate <= 1135624.5 gini = 0.558 samples = 116 value = [1, 2, 1, 0, 0, 13, 0, 0, 71, 0, 27, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 107783->107784 107787 Beat <= 1533.5 gini = 0.352 samples = 364 value = [18, 8, 3, 0, 0, 8, 0, 0, 290, 0, 36, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 107783->107787 107785 gini = 0.431 samples = 50 value = [1, 0, 0, 0, 0, 2, 0, 0, 36, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107784->107785 107786 gini = 0.631 samples = 66 value = [0, 2, 1, 0, 0, 11, 0, 0, 35, 0, 16, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 107784->107786 107788 gini = 0.454 samples = 60 value = [1, 2, 0, 0, 0, 1, 0, 0, 42, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107787->107788 107789 Y Coordinate <= 1929598.0 gini = 0.325 samples = 304 value = [17, 6, 3, 0, 0, 7, 0, 0, 248, 0, 22, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 107787->107789 107790 (...) 107789->107790 107793 (...) 107789->107793 107797 Y Coordinate <= 1901934.5 gini = 0.432 samples = 576 value = [7, 26, 5, 0, 0, 90, 0, 0, 423, 1, 24, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107796->107797 107816 Hour <= 7.5 gini = 0.531 samples = 2291 value = [61, 103, 11, 12, 1, 295, 0, 0, 1508, 1, 290, 0 4, 0, 0, 0, 2, 0, 0, 0, 3, 0, 0, 0] 107796->107816 107798 Y Coordinate <= 1898098.0 gini = 0.476 samples = 394 value = [6, 20, 4, 0, 0, 70, 0, 0, 275, 1, 18, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107797->107798 107811 Y Coordinate <= 1910820.5 gini = 0.324 samples = 182 value = [1, 6, 1, 0, 0, 20, 0, 0, 148, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107797->107811 107799 X Coordinate <= 1166196.5 gini = 0.444 samples = 338 value = [4, 20, 3, 0, 0, 55, 0, 0, 245, 1, 10, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107798->107799 107810 gini = 0.619 samples = 56 value = [2, 0, 1, 0, 0, 15, 0, 0, 30, 0, 8, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107798->107810 107800 Y Coordinate <= 1890840.0 gini = 0.371 samples = 134 value = [1, 6, 2, 0, 0, 14, 0, 0, 105, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107799->107800 107803 X Coordinate <= 1177674.0 gini = 0.483 samples = 204 value = [3, 14, 1, 0, 0, 41, 0, 0, 140, 1, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107799->107803 107801 (...) 107800->107801 107802 (...) 107800->107802 107804 (...) 107803->107804 107807 (...) 107803->107807 107812 gini = 0.161 samples = 69 value = [0, 0, 0, 0, 0, 5, 0, 0, 63, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107811->107812 107813 Community Area <= 14.5 gini = 0.412 samples = 113 value = [1, 6, 1, 0, 0, 15, 0, 0, 85, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107811->107813 107814 gini = 0.323 samples = 53 value = [1, 1, 1, 0, 0, 7, 0, 0, 43, 0, 0, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107813->107814 107815 gini = 0.478 samples = 60 value = [0, 5, 0, 0, 0, 8, 0, 0, 42, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107813->107815 107817 gini = 0.696 samples = 88 value = [3, 4, 0, 0, 0, 22, 0, 0, 39, 0, 18, 0, 0, 0 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 107816->107817 107818 X Coordinate <= 1194559.5 gini = 0.522 samples = 2203 value = [58, 99, 11, 12, 1, 273, 0, 0, 1469, 1, 272, 0 4, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0] 107816->107818 107819 X Coordinate <= 1136601.0 gini = 0.516 samples = 2150 value = [56, 99, 11, 10, 1, 267, 0, 0, 1445, 1, 254, 0 3, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0] 107818->107819 107882 gini = 0.664 samples = 53 value = [2, 0, 0, 2, 0, 6, 0, 0, 24, 0, 18, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107818->107882 107820 gini = 0.685 samples = 53 value = [7, 0, 0, 0, 0, 8, 0, 0, 24, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107819->107820 107821 Hour <= 15.5 gini = 0.51 samples = 2097 value = [49, 99, 11, 10, 1, 259, 0, 0, 1421, 1, 240, 0 3, 0, 0, 0, 2, 0, 0, 0, 1, 0, 0, 0] 107819->107821 107822 (...) 107821->107822 107845 (...) 107821->107845 107884 X Coordinate <= 1188666.0 gini = 0.27 samples = 7089 value = [103, 262, 6, 22, 0, 89, 1, 0, 6025, 0, 565, 0 4, 0, 0, 6, 0, 0, 2, 0, 4, 0, 0, 0] 107883->107884 108095 Hour <= 18.5 gini = 0.403 samples = 28059 value = [743, 1215, 12, 331, 6, 232, 14, 0, 21229, 0, 4152 0, 40, 0, 0, 31, 1, 0, 8, 0, 45, 0, 0, 0] 107883->108095 107885 Year <= 2010.5 gini = 0.26 samples = 6694 value = [86, 245, 4, 17, 0, 81, 1, 0, 5729, 0, 519, 0 4, 0, 0, 2, 0, 0, 2, 0, 4, 0, 0, 0] 107884->107885 108084 X Coordinate <= 1189461.5 gini = 0.42 samples = 395 value = [17, 17, 2, 5, 0, 8, 0, 0, 296, 0, 46, 0, 0 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0] 107884->108084 107886 Y Coordinate <= 1892908.0 gini = 0.238 samples = 4714 value = [64, 120, 3, 10, 0, 49, 1, 0, 4096, 0, 363, 0 3, 0, 0, 2, 0, 0, 2, 0, 1, 0, 0, 0] 107885->107886 108023 Ward <= 46.5 gini = 0.309 samples = 1980 value = [22, 125, 1, 7, 0, 32, 0, 0, 1633, 0, 156, 0, 1 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 107885->108023 107887 Month <= 8.5 gini = 0.276 samples = 2455 value = [39, 82, 2, 6, 0, 34, 1, 0, 2076, 0, 212, 0, 1 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 107886->107887 107958 Beat <= 2533.5 gini = 0.195 samples = 2259 value = [25, 38, 1, 4, 0, 15, 0, 0, 2020, 0, 151, 0, 2 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0] 107886->107958 107888 Y Coordinate <= 1890953.5 gini = 0.257 samples = 1781 value = [30, 49, 2, 4, 0, 20, 1, 0, 1527, 0, 145, 0, 1 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 107887->107888 107939 Ward <= 24.5 gini = 0.324 samples = 674 value = [9, 33, 0, 2, 0, 14, 0, 0, 549, 0, 67, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107887->107939 107889 (...) 107888->107889 107938 (...) 107888->107938 107940 (...) 107939->107940 107957 (...) 107939->107957 107959 Hour <= 1.5 gini = 0.19 samples = 2206 value = [24, 38, 1, 4, 0, 12, 0, 0, 1980, 0, 142, 0, 2 0, 0, 1, 0, 0, 2, 0, 0, 0, 0, 0] 107958->107959 108022 gini = 0.398 samples = 53 value = [1, 0, 0, 0, 0, 3, 0, 0, 40, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 107958->108022 107960 (...) 107959->107960 107989 (...) 107959->107989 108024 Ward <= 36.5 gini = 0.314 samples = 1930 value = [21, 125, 1, 6, 0, 31, 0, 0, 1586, 0, 156, 0, 1 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 108023->108024 108083 gini = 0.115 samples = 50 value = [1, 0, 0, 1, 0, 1, 0, 0, 47, 0, 0, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108023->108083 108025 X Coordinate <= 1179981.0 gini = 0.304 samples = 1731 value = [18, 114, 1, 5, 0, 27, 0, 0, 1434, 0, 128, 0, 1 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 108024->108025 108078 Ward <= 39.5 gini = 0.393 samples = 199 value = [3, 11, 0, 1, 0, 4, 0, 0, 152, 0, 28, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108024->108078 108026 (...) 108025->108026 108073 (...) 108025->108073 108079 (...) 108078->108079 108082 (...) 108078->108082 108085 gini = 0.558 samples = 50 value = [0, 6, 0, 0, 0, 3, 0, 0, 31, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108084->108085 108086 Month <= 9.5 gini = 0.395 samples = 345 value = [17, 11, 2, 5, 0, 5, 0, 0, 265, 0, 36, 0, 0 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0] 108084->108086 108087 X Coordinate <= 1194599.5 gini = 0.38 samples = 291 value = [17, 10, 2, 3, 0, 4, 0, 0, 227, 0, 24, 0, 0 0, 0, 4, 0, 0, 0, 0, 0, 0, 0, 0] 108086->108087 108094 gini = 0.453 samples = 54 value = [0, 1, 0, 2, 0, 1, 0, 0, 38, 0, 12, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108086->108094 108088 Y Coordinate <= 1857621.0 gini = 0.294 samples = 152 value = [5, 7, 0, 2, 0, 0, 0, 0, 127, 0, 10, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 108087->108088 108091 Y Coordinate <= 1847740.5 gini = 0.463 samples = 139 value = [12, 3, 2, 1, 0, 4, 0, 0, 100, 0, 14, 0, 0, 0 0, 3, 0, 0, 0, 0, 0, 0, 0, 0] 108087->108091 108089 (...) 108088->108089 108090 (...) 108088->108090 108092 (...) 108091->108092 108093 (...) 108091->108093 108096 Beat <= 132.5 gini = 0.442 samples = 16765 value = [521, 806, 9, 267, 3, 134, 12, 0, 12175, 0, 2752 0, 25, 0, 0, 23, 0, 0, 6, 0, 32, 0, 0, 0] 108095->108096 108613 Hour <= 21.5 gini = 0.34 samples = 11294 value = [222, 409, 3, 64, 3, 98, 2, 0, 9054, 0, 1400, 0 15, 0, 0, 8, 1, 0, 2, 0, 13, 0, 0, 0] 108095->108613 108097 X Coordinate <= 1175934.5 gini = 0.642 samples = 225 value = [38, 7, 0, 6, 0, 0, 0, 0, 119, 0, 49, 0, 0, 0 0, 1, 0, 0, 2, 0, 3, 0, 0, 0] 108096->108097 108102 Y Coordinate <= 1910481.5 gini = 0.438 samples = 16540 value = [483, 799, 9, 261, 3, 134, 12, 0, 12056, 0, 2703 0, 25, 0, 0, 22, 0, 0, 4, 0, 29, 0, 0, 0] 108096->108102 108098 X Coordinate <= 1174964.5 gini = 0.667 samples = 139 value = [31, 1, 0, 4, 0, 0, 0, 0, 65, 0, 35, 0, 0, 0 0, 1, 0, 0, 1, 0, 1, 0, 0, 0] 108097->108098 108101 gini = 0.567 samples = 86 value = [7, 6, 0, 2, 0, 0, 0, 0, 54, 0, 14, 0, 0, 0 0, 0, 0, 0, 1, 0, 2, 0, 0, 0] 108097->108101 108099 gini = 0.608 samples = 89 value = [14, 1, 0, 4, 0, 0, 0, 0, 51, 0, 17, 0, 0, 0 0, 1, 0, 0, 1, 0, 0, 0, 0, 0] 108098->108099 108100 gini = 0.676 samples = 50 value = [17, 0, 0, 0, 0, 0, 0, 0, 14, 0, 18, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 108098->108100 108103 Hour <= 8.5 gini = 0.427 samples = 14499 value = [371, 730, 6, 188, 3, 111, 10, 0, 10696, 0, 2323 0, 17, 0, 0, 17, 0, 0, 4, 0, 23, 0, 0, 0] 108102->108103 108556 Y Coordinate <= 1920576.0 gini = 0.516 samples = 2041 value = [112, 69, 3, 73, 0, 23, 2, 0, 1360, 0, 380, 0 8, 0, 0, 5, 0, 0, 0, 0, 6, 0, 0, 0] 108102->108556 108104 Y Coordinate <= 1860586.0 gini = 0.518 samples = 1056 value = [52, 82, 0, 19, 0, 8, 1, 0, 701, 0, 191, 0, 1 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 108103->108104 108135 Beat <= 627.5 gini = 0.419 samples = 13443 value = [319, 648, 6, 169, 3, 103, 9, 0, 9995, 0, 2132, 0 16, 0, 0, 17, 0, 0, 3, 0, 23, 0, 0, 0] 108103->108135 108105 (...) 108104->108105 108116 (...) 108104->108116 108136 (...) 108135->108136 108269 (...) 108135->108269 108557 Y Coordinate <= 1918832.0 gini = 0.532 samples = 993 value = [39, 37, 0, 28, 0, 13, 0, 0, 638, 0, 224, 0, 6 0, 0, 4, 0, 0, 0, 0, 4, 0, 0, 0] 108556->108557 108586 Year <= 2007.5 gini = 0.495 samples = 1048 value = [73, 32, 3, 45, 0, 10, 2, 0, 722, 0, 156, 0, 2 0, 0, 1, 0, 0, 0, 0, 2, 0, 0, 0] 108556->108586 108558 (...) 108557->108558 108583 (...) 108557->108583 108587 (...) 108586->108587 108596 (...) 108586->108596 108614 Y Coordinate <= 1916104.0 gini = 0.36 samples = 6869 value = [139, 248, 1, 42, 2, 56, 2, 0, 5407, 0, 947, 0 9, 0, 0, 7, 0, 0, 2, 0, 7, 0, 0, 0] 108613->108614 108823 Community Area <= 68.5 gini = 0.308 samples = 4425 value = [83, 161, 2, 22, 1, 42, 0, 0, 3647, 0, 453, 0 6, 0, 0, 1, 1, 0, 0, 0, 6, 0, 0, 0] 108613->108823 108615 X Coordinate <= 1156559.5 gini = 0.35 samples = 6222 value = [108, 229, 1, 37, 2, 51, 2, 0, 4940, 0, 828, 0 8, 0, 0, 7, 0, 0, 2, 0, 7, 0, 0, 0] 108614->108615 108804 X Coordinate <= 1157146.5 gini = 0.442 samples = 647 value = [31, 19, 0, 5, 0, 5, 0, 0, 467, 0, 119, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108614->108804 108616 Y Coordinate <= 1886494.5 gini = 0.313 samples = 2305 value = [35, 90, 0, 13, 0, 14, 0, 0, 1891, 0, 256, 0, 4 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 108615->108616 108683 X Coordinate <= 1164153.0 gini = 0.371 samples = 3917 value = [73, 139, 1, 24, 2, 37, 2, 0, 3049, 0, 572, 0 4, 0, 0, 5, 0, 0, 2, 0, 7, 0, 0, 0] 108615->108683 108617 (...) 108616->108617 108624 (...) 108616->108624 108684 (...) 108683->108684 108707 (...) 108683->108707 108805 Year <= 2010.5 gini = 0.473 samples = 342 value = [12, 3, 0, 2, 0, 4, 0, 0, 231, 0, 90, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108804->108805 108814 Year <= 2008.5 gini = 0.385 samples = 305 value = [19, 16, 0, 3, 0, 1, 0, 0, 236, 0, 29, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108804->108814 108806 (...) 108805->108806 108811 (...) 108805->108811 108815 (...) 108814->108815 108818 (...) 108814->108818 108824 Y Coordinate <= 1908543.0 gini = 0.296 samples = 4011 value = [69, 143, 1, 19, 1, 38, 0, 0, 3340, 0, 388, 0 6, 0, 0, 1, 0, 0, 0, 0, 5, 0, 0, 0] 108823->108824 108943 X Coordinate <= 1166935.0 gini = 0.422 samples = 414 value = [14, 18, 1, 3, 0, 4, 0, 0, 307, 0, 65, 0, 0 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 108823->108943 108825 Month <= 6.5 gini = 0.279 samples = 3387 value = [46, 126, 1, 15, 0, 29, 0, 0, 2857, 0, 305, 0 4, 0, 0, 1, 0, 0, 0, 0, 3, 0, 0, 0] 108824->108825 108924 Beat <= 1427.5 gini = 0.381 samples = 624 value = [23, 17, 0, 4, 1, 9, 0, 0, 483, 0, 83, 0, 2 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 108824->108924 108826 (...) 108825->108826 108871 (...) 108825->108871 108925 (...) 108924->108925 108926 (...) 108924->108926 108944 gini = 0.617 samples = 73 value = [4, 4, 0, 2, 0, 1, 0, 0, 40, 0, 20, 0, 0, 0 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 108943->108944 108945 Beat <= 622.5 gini = 0.367 samples = 341 value = [10, 14, 1, 1, 0, 3, 0, 0, 267, 0, 45, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 108943->108945 108946 (...) 108945->108946 108951 (...) 108945->108951 108955 Location Description <= 6.5 gini = 0.773 samples = 1283090 value = [40622, 174213, 7802, 2951, 31574, 34984, 104117, 2465 120271, 833, 59564, 552142, 25364, 9590, 12091, 383 39398, 53550, 457, 10500, 209, 0, 8, 2] 108954->108955 147470 Location Description <= 0.5 gini = 0.508 samples = 129632 value = [11640, 2455, 847, 3745, 102, 5919, 1787, 385, 88943 199, 12576, 207, 341, 43, 2, 108, 123, 3, 50, 7 148, 1, 1, 0] 108954->147470 108956 Location Description <= 3.5 gini = 0.824 samples = 927948 value = [31907, 160156, 6297, 2733, 27777, 30608, 99638, 2055 94936, 589, 46062, 314583, 17388, 6602, 4128, 259 26909, 47526, 386, 7222, 177, 0, 8, 2] 108955->108956 136747 Hour <= 8.5 gini = 0.541 samples = 355142 value = [8715, 14057, 1505, 218, 3797, 4376, 4479, 410, 25335 244, 13502, 237559, 7976, 2988, 7963, 124, 12489, 6024 71, 3278, 32, 0, 0, 0] 108955->136747 108957 Location Description <= 2.5 gini = 0.813 samples = 781794 value = [30133, 93196, 5702, 2604, 25144, 27468, 86066, 1961 75911, 497, 37084, 292600, 14746, 6223, 3794, 231 24173, 47363, 295, 6437, 156, 0, 8, 2] 108956->108957 132490 Location Description <= 4.5 gini = 0.736 samples = 146154 value = [1774, 66960, 595, 129, 2633, 3140, 13572, 94, 19025 92, 8978, 21983, 2642, 379, 334, 28, 2736, 163, 91 785, 21, 0, 0, 0] 108956->132490 108958 Location Description <= 1.5 gini = 0.848 samples = 420476 value = [10637, 67652, 4931, 2284, 20254, 18915, 82749, 825 54840, 463, 24750, 103378, 3936, 1796, 2540, 123 12408, 3087, 221, 4563, 116, 0, 7, 1] 108957->108958 121605 Hour <= 9.5 gini = 0.695 samples = 361318 value = [19496, 25544, 771, 320, 4890, 8553, 3317, 1136, 21071 34, 12334, 189222, 10810, 4427, 1254, 108, 11765 44276, 74, 1874, 40, 0, 1, 1] 108957->121605 108959 Hour <= 6.5 gini = 0.852 samples = 161934 value = [6609, 18426, 2954, 2001, 1339, 10052, 22931, 496 30846, 313, 12168, 41086, 1520, 707, 767, 76, 8528 583, 97, 368, 64, 0, 3, 0] 108958->108959 113888 Ward <= 29.5 gini = 0.834 samples = 258542 value = [4028, 49226, 1977, 283, 18915, 8863, 59818, 329, 23994 150, 12582, 62292, 2416, 1089, 1773, 47, 3880, 2504 124, 4195, 52, 0, 4, 1] 108958->113888 108960 Location Description <= 0.5 gini = 0.853 samples = 29591 value = [1003, 3299, 1003, 425, 203, 3306, 3440, 145, 8559 135, 2506, 3268, 338, 195, 38, 10, 1483, 49, 11 157, 18, 0, 0, 0] 108959->108960 109869 Location Description <= 0.5 gini = 0.842 samples = 132343 value = [5606, 15127, 1951, 1576, 1136, 6746, 19491, 351, 22287 178, 9662, 37818, 1182, 512, 729, 66, 7045, 534, 86 211, 46, 0, 3, 0] 108959->109869 108961 Hour <= 0.5 gini = 0.872 samples = 18677 value = [701, 2472, 553, 294, 161, 2093, 2552, 63, 4194, 109 1404, 2428, 215, 142, 34, 8, 1074, 38, 10, 123, 9 0, 0, 0] 108960->108961 109536 Hour <= 5.5 gini = 0.795 samples = 10914 value = [302, 827, 450, 131, 42, 1213, 888, 82, 4365, 26 1102, 840, 123, 53, 4, 2, 409, 11, 1, 34, 9, 0 0, 0] 108960->109536 108962 Month <= 1.5 gini = 0.887 samples = 5259 value = [232, 557, 188, 191, 99, 432, 635, 17, 907, 20, 372 941, 61, 35, 23, 0, 480, 18, 4, 45, 2, 0, 0, 0] 108961->108962 109127 Y Coordinate <= 1907816.5 gini = 0.861 samples = 13418 value = [469, 1915, 365, 103, 62, 1661, 1917, 46, 3287, 89 1032, 1487, 154, 107, 11, 8, 594, 20, 6, 78, 7 0, 0, 0] 108961->109127 108963 Community Area <= 15.5 gini = 0.867 samples = 580 value = [25, 43, 28, 50, 12, 24, 52, 0, 58, 1, 28, 93 5, 3, 2, 0, 151, 1, 0, 4, 0, 0, 0, 0] 108962->108963 108980 Community Area <= 24.5 gini = 0.884 samples = 4679 value = [207, 514, 160, 141, 87, 408, 583, 17, 849, 19, 344 848, 56, 32, 21, 0, 329, 17, 4, 41, 2, 0, 0, 0] 108962->108980 108964 (...) 108963->108964 108965 (...) 108963->108965 108981 (...) 108980->108981 109018 (...) 108980->109018 109128 Community Area <= 29.5 gini = 0.86 samples = 10127 value = [363, 1374, 285, 85, 45, 1155, 1244, 42, 2625, 56 833, 1214, 109, 89, 11, 7, 517, 16, 6, 47, 4, 0 0, 0] 109127->109128 109433 Hour <= 5.5 gini = 0.854 samples = 3291 value = [106, 541, 80, 18, 17, 506, 673, 4, 662, 33, 199 273, 45, 18, 0, 1, 77, 4, 0, 31, 3, 0, 0, 0] 109127->109433 109129 (...) 109128->109129 109194 (...) 109128->109194 109434 (...) 109433->109434 109525 (...) 109433->109525 109537 X Coordinate <= 1193550.0 gini = 0.788 samples = 9978 value = [266, 680, 420, 124, 39, 1151, 815, 68, 4078, 18 1041, 707, 113, 52, 4, 2, 350, 8, 1, 32, 9, 0 0, 0] 109536->109537 109842 Year <= 2008.5 gini = 0.839 samples = 936 value = [36, 147, 30, 7, 3, 62, 73, 14, 287, 8, 61, 133 10, 1, 0, 0, 59, 3, 0, 2, 0, 0, 0, 0] 109536->109842 109538 Hour <= 0.5 gini = 0.797 samples = 9154 value = [249, 651, 404, 119, 39, 1071, 768, 63, 3629, 16 945, 666, 106, 50, 4, 2, 323, 8, 1, 31, 9, 0 0, 0] 109537->109538 109817 Hour <= 0.5 gini = 0.671 samples = 824 value = [17, 29, 16, 5, 0, 80, 47, 5, 449, 2, 96, 41, 7 2, 0, 0, 27, 0, 0, 1, 0, 0, 0, 0] 109537->109817 109539 (...) 109538->109539 109608 (...) 109538->109608 109818 (...) 109817->109818 109823 (...) 109817->109823 109843 Y Coordinate <= 1904342.0 gini = 0.823 samples = 479 value = [15, 94, 19, 5, 1, 39, 49, 12, 157, 3, 27, 38 3, 0, 0, 0, 14, 3, 0, 0, 0, 0, 0, 0] 109842->109843 109856 Beat <= 1727.0 gini = 0.839 samples = 457 value = [21, 53, 11, 2, 2, 23, 24, 2, 130, 5, 34, 95, 7 1, 0, 0, 45, 0, 0, 2, 0, 0, 0, 0] 109842->109856 109844 (...) 109843->109844 109853 (...) 109843->109853 109857 (...) 109856->109857 109866 (...) 109856->109866 109870 Community Area <= 17.5 gini = 0.835 samples = 94927 value = [3973, 11223, 1194, 948, 884, 4698, 15468, 202, 12921 125, 6409, 29060, 873, 371, 698, 35, 5124, 457, 65 165, 32, 0, 2, 0] 109869->109870 112755 Year <= 2008.5 gini = 0.844 samples = 37416 value = [1633, 3904, 757, 628, 252, 2048, 4023, 149, 9366, 53 3253, 8758, 309, 141, 31, 31, 1921, 77, 21, 46, 14 0, 1, 0] 109869->112755 109871 X Coordinate <= 1162945.0 gini = 0.837 samples = 12521 value = [499, 1986, 173, 123, 208, 744, 3593, 13, 1717, 15 873, 1997, 114, 27, 24, 6, 168, 165, 16, 53, 7 0, 0, 0] 109870->109871 110252 Community Area <= 29.5 gini = 0.828 samples = 82406 value = [3474, 9237, 1021, 825, 676, 3954, 11875, 189, 11204 110, 5536, 27063, 759, 344, 674, 29, 4956, 292, 49 112, 25, 0, 2, 0] 109870->110252 109872 Hour <= 15.5 gini = 0.862 samples = 6502 value = [353, 1126, 118, 76, 114, 484, 1319, 8, 967, 12 502, 1100, 76, 22, 14, 3, 112, 40, 10, 41, 5, 0 0, 0] 109871->109872 110069 Y Coordinate <= 1928932.5 gini = 0.792 samples = 6019 value = [146, 860, 55, 47, 94, 260, 2274, 5, 750, 3, 371 897, 38, 5, 10, 3, 56, 125, 6, 12, 2, 0, 0, 0] 109871->110069 109873 (...) 109872->109873 109966 (...) 109872->109966 110070 (...) 110069->110070 110161 (...) 110069->110161 110253 Beat <= 1173.0 gini = 0.779 samples = 25819 value = [1035, 2507, 290, 228, 160, 1125, 3193, 43, 2878, 29 1405, 10760, 209, 90, 178, 7, 1506, 118, 14, 37, 6 0, 1, 0] 110252->110253 111032 Beat <= 372.5 gini = 0.844 samples = 56587 value = [2439, 6730, 731, 597, 516, 2829, 8682, 146, 8326, 81 4131, 16303, 550, 254, 496, 22, 3450, 174, 35, 75 19, 0, 1, 0] 110252->111032 110254 (...) 110253->110254 110539 (...) 110253->110539 111033 (...) 111032->111033 111304 (...) 111032->111304 112756 Hour <= 15.5 gini = 0.845 samples = 19181 value = [893, 1981, 457, 381, 151, 1212, 2146, 113, 5520, 29 1874, 3351, 149, 57, 18, 22, 737, 48, 15, 22, 5 0, 0, 0] 112755->112756 113335 Hour <= 16.5 gini = 0.832 samples = 18235 value = [740, 1923, 300, 247, 101, 836, 1877, 36, 3846, 24 1379, 5407, 160, 84, 13, 9, 1184, 29, 6, 24, 9 0, 1, 0] 112755->113335 112757 X Coordinate <= 1176796.5 gini = 0.856 samples = 7879 value = [451, 1198, 199, 166, 90, 432, 1007, 50, 2001, 18 626, 1260, 60, 37, 6, 6, 243, 21, 4, 1, 3, 0 0, 0] 112756->112757 112998 Year <= 2004.5 gini = 0.832 samples = 11302 value = [442, 783, 258, 215, 61, 780, 1139, 63, 3519, 11 1248, 2091, 89, 20, 12, 16, 494, 27, 11, 21, 2 0, 0, 0] 112756->112998 112758 (...) 112757->112758 112923 (...) 112757->112923 112999 (...) 112998->112999 113086 (...) 112998->113086 113336 Month <= 4.5 gini = 0.843 samples = 9194 value = [486, 1397, 165, 150, 64, 379, 996, 20, 1658, 20 672, 2533, 77, 51, 2, 6, 482, 19, 4, 9, 4, 0 0, 0] 113335->113336 113613 Ward <= 39.5 gini = 0.812 samples = 9041 value = [254, 526, 135, 97, 37, 457, 881, 16, 2188, 4, 707 2874, 83, 33, 11, 3, 702, 10, 2, 15, 5, 0, 1 0] 113335->113613 113337 (...) 113336->113337 113436 (...) 113336->113436 113614 (...) 113613->113614 113857 (...) 113613->113857 113889 X Coordinate <= 1158127.0 gini = 0.815 samples = 182920 value = [2962, 30274, 1073, 179, 11315, 5580, 45543, 267, 14791 93, 8723, 52118, 1631, 851, 1221, 32, 3174, 762, 92 2209, 27, 0, 2, 1] 113888->113889 119342 X Coordinate <= 1174544.0 gini = 0.852 samples = 75622 value = [1066, 18952, 904, 104, 7600, 3283, 14275, 62, 9203 57, 3859, 10174, 785, 238, 552, 15, 706, 1742, 32 1986, 25, 0, 2, 0] 113888->119342 113890 Y Coordinate <= 1889377.0 gini = 0.802 samples = 43853 value = [898, 6288, 273, 50, 4728, 1701, 5547, 62, 3078, 33 2020, 16387, 491, 252, 315, 12, 814, 134, 38, 724 8, 0, 0, 0] 113889->113890 115185 Community Area <= 14.5 gini = 0.808 samples = 139067 value = [2064, 23986, 800, 129, 6587, 3879, 39996, 205, 11713 60, 6703, 35731, 1140, 599, 906, 20, 2360, 628, 54 1485, 19, 0, 2, 1] 113889->115185 113891 Y Coordinate <= 1846717.5 gini = 0.865 samples = 10712 value = [248, 2462, 116, 18, 748, 929, 1512, 12, 1130, 8 649, 1930, 184, 49, 91, 7, 242, 42, 8, 324, 3, 0 0, 0] 113890->113891 114200 Y Coordinate <= 1901256.5 gini = 0.76 samples = 33141 value = [650, 3826, 157, 32, 3980, 772, 4035, 50, 1948, 25 1371, 14457, 307, 203, 224, 5, 572, 92, 30, 400, 5 0, 0, 0] 113890->114200 113892 Y Coordinate <= 1836157.5 gini = 0.683 samples = 571 value = [1, 305, 8, 2, 37, 13, 44, 1, 59, 0, 29, 46, 3 0, 1, 0, 3, 0, 0, 19, 0, 0, 0, 0] 113891->113892 113907 X Coordinate <= 1141362.5 gini = 0.869 samples = 10141 value = [247, 2157, 108, 16, 711, 916, 1468, 11, 1071, 8 620, 1884, 181, 49, 90, 7, 239, 42, 8, 305, 3, 0 0, 0] 113891->113907 113893 (...) 113892->113893 113900 (...) 113892->113900 113908 (...) 113907->113908 113933 (...) 113907->113933 114201 Y Coordinate <= 1894569.0 gini = 0.706 samples = 19820 value = [447, 2704, 90, 19, 713, 422, 2337, 33, 1156, 14 842, 9985, 173, 137, 126, 1, 369, 57, 17, 176, 2 0, 0, 0] 114200->114201 114786 Y Coordinate <= 1901447.5 gini = 0.797 samples = 13321 value = [203, 1122, 67, 13, 3267, 350, 1698, 17, 792, 11 529, 4472, 134, 66, 98, 4, 203, 35, 13, 224, 3 0, 0, 0] 114200->114786 114202 (...) 114201->114202 114373 (...) 114201->114373 114787 (...) 114786->114787 114880 (...) 114786->114880 115186 Beat <= 1821.5 gini = 0.657 samples = 12103 value = [63, 833, 15, 13, 97, 149, 5954, 13, 707, 1, 251 3671, 43, 37, 47, 0, 140, 13, 1, 54, 1, 0, 0 0] 115185->115186 115545 X Coordinate <= 1173577.0 gini = 0.817 samples = 126964 value = [2001, 23153, 785, 116, 6490, 3730, 34042, 192, 11006 59, 6452, 32060, 1097, 562, 859, 20, 2220, 615, 53 1431, 18, 0, 2, 1] 115185->115545 115187 X Coordinate <= 1173174.0 gini = 0.714 samples = 1568 value = [4, 664, 2, 5, 38, 7, 429, 2, 101, 0, 29, 257 1, 3, 3, 0, 8, 0, 0, 15, 0, 0, 0, 0] 115186->115187 115230 Beat <= 1822.5 gini = 0.615 samples = 10535 value = [59, 169, 13, 8, 59, 142, 5525, 11, 606, 1, 222 3414, 42, 34, 44, 0, 132, 13, 1, 39, 1, 0, 0 0] 115186->115230 115188 (...) 115187->115188 115201 (...) 115187->115201 115231 (...) 115230->115231 115340 (...) 115230->115340 115546 X Coordinate <= 1173289.0 gini = 0.828 samples = 49452 value = [945, 11959, 319, 45, 1895, 1947, 11527, 75, 4670, 23 2768, 10242, 486, 223, 328, 8, 846, 229, 30, 878 7, 0, 1, 1] 115545->115546 117047 Y Coordinate <= 1874761.5 gini = 0.802 samples = 77512 value = [1056, 11194, 466, 71, 4595, 1783, 22515, 117, 6336 36, 3684, 21818, 611, 339, 531, 12, 1374, 386, 23 553, 11, 0, 1, 0] 115545->117047 115547 (...) 115546->115547 116998 (...) 115546->116998 117048 (...) 117047->117048 118321 (...) 117047->118321 119343 X Coordinate <= 1105153.0 gini = 0.843 samples = 56717 value = [867, 15741, 745, 83, 4024, 2748, 9749, 55, 6961, 48 3062, 8650, 592, 189, 530, 12, 569, 388, 23, 1668 11, 0, 2, 0] 119342->119343 121044 X Coordinate <= 1176351.5 gini = 0.849 samples = 18905 value = [199, 3211, 159, 21, 3576, 535, 4526, 7, 2242, 9 797, 1524, 193, 49, 22, 3, 137, 1354, 9, 318, 14 0, 0, 0] 119342->121044 119344 Y Coordinate <= 1927969.5 gini = 0.763 samples = 4361 value = [110, 452, 24, 1, 307, 37, 1720, 0, 339, 0, 141 1045, 72, 14, 1, 0, 95, 2, 0, 0, 0, 0, 1, 0] 119343->119344 119463 Hour <= 5.5 gini = 0.842 samples = 52356 value = [757, 15289, 721, 82, 3717, 2711, 8029, 55, 6622, 48 2921, 7605, 520, 175, 529, 12, 474, 386, 23, 1668 11, 0, 1, 0] 119343->119463 119345 Year <= 2013.5 gini = 0.032 samples = 491 value = [0, 3, 0, 0, 0, 0, 1, 0, 3, 0, 0, 483, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 119344->119345 119352 Hour <= 8.5 gini = 0.751 samples = 3870 value = [110, 449, 24, 1, 307, 37, 1719, 0, 336, 0, 141 562, 71, 14, 1, 0, 95, 2, 0, 0, 0, 0, 1, 0] 119344->119352 119346 (...) 119345->119346 119351 (...) 119345->119351 119353 (...) 119352->119353 119392 (...) 119352->119392 119464 Community Area <= 24.5 gini = 0.854 samples = 8376 value = [107, 1491, 89, 10, 424, 1013, 1144, 14, 2088, 16 515, 786, 84, 28, 19, 0, 74, 28, 4, 440, 2, 0 0, 0] 119463->119464 119721 Hour <= 18.5 gini = 0.831 samples = 43980 value = [650, 13798, 632, 72, 3293, 1698, 6885, 41, 4534, 32 2406, 6819, 436, 147, 510, 12, 400, 358, 19, 1228 9, 0, 1, 0] 119463->119721 119465 (...) 119464->119465 119692 (...) 119464->119692 119722 (...) 119721->119722 120577 (...) 119721->120577 121045 X Coordinate <= 1176221.5 gini = 0.829 samples = 10319 value = [106, 1606, 74, 12, 2807, 305, 2194, 4, 1407, 2 431, 712, 94, 31, 11, 2, 58, 254, 5, 198, 6, 0 0, 0] 121044->121045 121356 Y Coordinate <= 1901915.5 gini = 0.845 samples = 8586 value = [93, 1605, 85, 9, 769, 230, 2332, 3, 835, 7, 366 812, 99, 18, 11, 1, 79, 1100, 4, 120, 8, 0, 0 0] 121044->121356 121046 Beat <= 122.5 gini = 0.846 samples = 7130 value = [92, 1314, 63, 12, 1105, 263, 1709, 4, 1192, 2, 340 491, 73, 24, 7, 1, 42, 221, 4, 165, 6, 0, 0, 0] 121045->121046 121257 X Coordinate <= 1176227.5 gini = 0.673 samples = 3189 value = [14, 292, 11, 0, 1702, 42, 485, 0, 215, 0, 91 221, 21, 7, 4, 1, 16, 33, 1, 33, 0, 0, 0, 0] 121045->121257 121047 (...) 121046->121047 121126 (...) 121046->121126 121258 (...) 121257->121258 121305 (...) 121257->121305 121357 Beat <= 123.5 gini = 0.825 samples = 3555 value = [48, 563, 33, 4, 381, 115, 1145, 2, 324, 4, 208 519, 52, 10, 9, 0, 48, 51, 0, 32, 7, 0, 0, 0] 121356->121357 121458 Hour <= 12.5 gini = 0.836 samples = 5031 value = [45, 1042, 52, 5, 388, 115, 1187, 1, 511, 3, 158 293, 47, 8, 2, 1, 31, 1049, 4, 88, 1, 0, 0, 0] 121356->121458 121358 (...) 121357->121358 121425 (...) 121357->121425 121459 (...) 121458->121459 121508 (...) 121458->121508 121606 Hour <= 4.5 gini = 0.807 samples = 81364 value = [3430, 9078, 318, 75, 1599, 3494, 1065, 470, 6521, 17 3051, 28723, 1805, 1148, 179, 25, 3193, 16643, 13 495, 21, 0, 0, 1] 121605->121606 124043 Hour <= 19.5 gini = 0.648 samples = 279954 value = [16066, 16466, 453, 245, 3291, 5059, 2252, 666, 14550 17, 9283, 160499, 9005, 3279, 1075, 83, 8572, 27633 61, 1379, 19, 0, 1, 0] 121605->124043 121607 Community Area <= 9.5 gini = 0.785 samples = 53728 value = [2246, 5445, 138, 48, 1153, 2684, 780, 352, 4904, 14 2119, 22504, 1443, 947, 65, 6, 2868, 5539, 5, 463 4, 0, 0, 1] 121606->121607 123244 Hour <= 8.5 gini = 0.763 samples = 27636 value = [1184, 3633, 180, 27, 446, 810, 285, 118, 1617, 3 932, 6219, 362, 201, 114, 19, 325, 11104, 8, 32 17, 0, 0, 0] 121606->123244 121608 Y Coordinate <= 1911189.5 gini = 0.838 samples = 7291 value = [171, 745, 21, 1, 289, 481, 95, 25, 1141, 1, 230 1725, 210, 90, 2, 0, 176, 1809, 0, 79, 0, 0, 0 0] 121607->121608 121829 Hour <= 1.5 gini = 0.766 samples = 46437 value = [2075, 4700, 117, 47, 864, 2203, 685, 327, 3763, 13 1889, 20779, 1233, 857, 63, 6, 2692, 3730, 5, 384 4, 0, 0, 1] 121607->121829 121609 Ward <= 29.5 gini = 0.751 samples = 3113 value = [33, 184, 4, 1, 87, 162, 24, 10, 495, 1, 96, 441 55, 49, 0, 0, 86, 1373, 0, 12, 0, 0, 0, 0] 121608->121609 121702 Community Area <= 5.5 gini = 0.84 samples = 4178 value = [138, 561, 17, 0, 202, 319, 71, 15, 646, 0, 134 1284, 155, 41, 2, 0, 90, 436, 0, 67, 0, 0, 0 0] 121608->121702 121610 Hour <= 0.5 gini = 0.798 samples = 335 value = [2, 28, 0, 0, 18, 17, 7, 6, 67, 0, 17, 126, 11 10, 0, 0, 13, 10, 0, 3, 0, 0, 0, 0] 121609->121610 121621 Year <= 2006.5 gini = 0.714 samples = 2778 value = [31, 156, 4, 1, 69, 145, 17, 4, 428, 1, 79, 315 44, 39, 0, 0, 73, 1363, 0, 9, 0, 0, 0, 0] 121609->121621 121611 (...) 121610->121611 121614 (...) 121610->121614 121622 (...) 121621->121622 121667 (...) 121621->121667 121703 Year <= 2005.5 gini = 0.808 samples = 2420 value = [103, 341, 10, 0, 94, 154, 48, 10, 245, 0, 93 918, 67, 30, 2, 0, 63, 201, 0, 41, 0, 0, 0, 0] 121702->121703 121774 Year <= 2007.5 gini = 0.854 samples = 1758 value = [35, 220, 7, 0, 108, 165, 23, 5, 401, 0, 41, 366 88, 11, 0, 0, 27, 235, 0, 26, 0, 0, 0, 0] 121702->121774 121704 (...) 121703->121704 121727 (...) 121703->121727 121775 (...) 121774->121775 121806 (...) 121774->121806 121830 Year <= 2006.5 gini = 0.732 samples = 27428 value = [1261, 2367, 46, 24, 398, 977, 349, 161, 1879, 9 1014, 13394, 773, 475, 47, 2, 1661, 2348, 2, 237 3, 0, 0, 1] 121829->121830 122673 Community Area <= 57.5 gini = 0.806 samples = 19009 value = [814, 2333, 71, 23, 466, 1226, 336, 166, 1884, 4 875, 7385, 460, 382, 16, 4, 1031, 1382, 3, 147, 1 0, 0, 0] 121829->122673 121831 Beat <= 312.5 gini = 0.768 samples = 10321 value = [433, 1120, 23, 8, 175, 405, 127, 89, 797, 3, 362 4480, 178, 90, 23, 1, 544, 1358, 0, 105, 0, 0, 0 0] 121830->121831 122138 Year <= 2011.5 gini = 0.705 samples = 17107 value = [828, 1247, 23, 16, 223, 572, 222, 72, 1082, 6, 652 8914, 595, 385, 24, 1, 1117, 990, 2, 132, 3, 0 0, 1] 121830->122138 121832 (...) 121831->121832 121851 (...) 121831->121851 122139 (...) 122138->122139 122542 (...) 122138->122542 122674 X Coordinate <= 1157955.0 gini = 0.83 samples = 12815 value = [596, 1632, 52, 22, 363, 877, 222, 117, 1409, 4 625, 4438, 327, 251, 9, 3, 618, 1141, 3, 105, 1 0, 0, 0] 122673->122674 123061 X Coordinate <= 1161417.0 gini = 0.741 samples = 6194 value = [218, 701, 19, 1, 103, 349, 114, 49, 475, 0, 250 2947, 133, 131, 7, 1, 413, 241, 0, 42, 0, 0, 0 0] 122673->123061 122675 (...) 122674->122675 122892 (...) 122674->122892 123062 (...) 123061->123062 123135 (...) 123061->123135 123245 Y Coordinate <= 1913215.5 gini = 0.719 samples = 20488 value = [686, 2746, 145, 17, 314, 633, 207, 98, 1164, 2 632, 3331, 230, 116, 83, 16, 213, 9809, 3, 28, 15 0, 0, 0] 123244->123245 123832 X Coordinate <= 1154531.5 gini = 0.776 samples = 7148 value = [498, 887, 35, 10, 132, 177, 78, 20, 453, 1, 300 2888, 132, 85, 31, 3, 112, 1295, 5, 4, 2, 0, 0 0] 123244->123832 123246 Y Coordinate <= 1862648.5 gini = 0.688 samples = 18608 value = [583, 2267, 126, 15, 229, 512, 174, 85, 900, 2, 509 3049, 167, 93, 81, 11, 189, 9584, 3, 22, 7, 0, 0 0] 123245->123246 123781 Beat <= 2518.0 gini = 0.863 samples = 1880 value = [103, 479, 19, 2, 85, 121, 33, 13, 264, 0, 123 282, 63, 23, 2, 5, 24, 225, 0, 6, 8, 0, 0, 0] 123245->123781 123247 Year <= 2007.5 gini = 0.833 samples = 3597 value = [175, 785, 20, 5, 64, 152, 50, 24, 324, 0, 180 765, 40, 26, 33, 4, 76, 868, 0, 4, 2, 0, 0, 0] 123246->123247 123354 Y Coordinate <= 1873886.0 gini = 0.626 samples = 15011 value = [408, 1482, 106, 10, 165, 360, 124, 61, 576, 2, 329 2284, 127, 67, 48, 7, 113, 8716, 3, 18, 5, 0, 0 0] 123246->123354 123248 (...) 123247->123248 123293 (...) 123247->123293 123355 (...) 123354->123355 123488 (...) 123354->123488 123782 Y Coordinate <= 1920421.5 gini = 0.863 samples = 1576 value = [85, 408, 17, 2, 81, 110, 32, 11, 243, 0, 107 243, 60, 21, 2, 4, 22, 115, 0, 5, 8, 0, 0, 0] 123781->123782 123825 X Coordinate <= 1144071.5 gini = 0.785 samples = 304 value = [18, 71, 2, 0, 4, 11, 1, 2, 21, 0, 16, 39, 3 2, 0, 1, 2, 110, 0, 1, 0, 0, 0, 0] 123781->123825 123783 (...) 123782->123783 123792 (...) 123782->123792 123826 (...) 123825->123826 123829 (...) 123825->123829 123833 Beat <= 1711.5 gini = 0.665 samples = 2818 value = [171, 224, 9, 2, 42, 46, 26, 5, 109, 0, 64, 1523 39, 35, 2, 0, 26, 491, 0, 4, 0, 0, 0, 0] 123832->123833 123914 Y Coordinate <= 1867569.5 gini = 0.825 samples = 4330 value = [327, 663, 26, 8, 90, 131, 52, 15, 344, 1, 236 1365, 93, 50, 29, 3, 86, 804, 5, 0, 2, 0, 0, 0] 123832->123914 123834 Beat <= 821.5 gini = 0.578 samples = 2202 value = [115, 150, 8, 1, 23, 33, 23, 2, 82, 0, 43, 1390 28, 22, 2, 0, 21, 258, 0, 1, 0, 0, 0, 0] 123833->123834 123895 Beat <= 2532.5 gini = 0.782 samples = 616 value = [56, 74, 1, 1, 19, 13, 3, 3, 27, 0, 21, 133, 11 13, 0, 0, 5, 233, 0, 3, 0, 0, 0, 0] 123833->123895 123835 (...) 123834->123835 123838 (...) 123834->123838 123896 (...) 123895->123896 123907 (...) 123895->123907 123915 Year <= 2010.5 gini = 0.787 samples = 2030 value = [151, 277, 8, 0, 35, 74, 28, 9, 147, 0, 114, 826 39, 31, 13, 2, 51, 223, 1, 0, 1, 0, 0, 0] 123914->123915 123970 Y Coordinate <= 1873750.0 gini = 0.835 samples = 2300 value = [176, 386, 18, 8, 55, 57, 24, 6, 197, 1, 122, 539 54, 19, 16, 1, 35, 581, 4, 0, 1, 0, 0, 0] 123914->123970 123916 (...) 123915->123916 123959 (...) 123915->123959 123971 (...) 123970->123971 123994 (...) 123970->123994 124044 Beat <= 172.5 gini = 0.635 samples = 161107 value = [10605, 10655, 343, 169, 2283, 3143, 1386, 384, 9854 10, 6328, 94745, 5426, 1959, 798, 66, 4168, 8151, 53 563, 17, 0, 1, 0] 124043->124044 128879 Y Coordinate <= 1869623.0 gini = 0.657 samples = 118847 value = [5461, 5811, 110, 76, 1008, 1916, 866, 282, 4696, 7 2955, 65754, 3579, 1320, 277, 17, 4404, 19482, 8 816, 2, 0, 0, 0] 124043->128879 124045 X Coordinate <= 1173858.0 gini = 0.823 samples = 2904 value = [908, 359, 14, 3, 146, 88, 45, 3, 400, 0, 205 544, 98, 23, 3, 3, 30, 11, 1, 19, 1, 0, 0, 0] 124044->124045 124134 Community Area <= 22.5 gini = 0.627 samples = 158203 value = [9697, 10296, 329, 166, 2137, 3055, 1341, 381, 9454 10, 6123, 94201, 5328, 1936, 795, 63, 4138, 8140, 52 544, 16, 0, 1, 0] 124044->124134 124046 Beat <= 116.0 gini = 0.67 samples = 729 value = [395, 89, 2, 0, 29, 7, 10, 0, 53, 0, 30, 80, 22 3, 0, 0, 8, 0, 0, 1, 0, 0, 0, 0] 124045->124046 124067 Year <= 2005.5 gini = 0.845 samples = 2175 value = [513, 270, 12, 3, 117, 81, 35, 3, 347, 0, 175 464, 76, 20, 3, 3, 22, 11, 1, 18, 1, 0, 0, 0] 124045->124067 124047 X Coordinate <= 1173076.5 gini = 0.49 samples = 318 value = [224, 22, 0, 0, 5, 1, 4, 0, 16, 0, 10, 17, 16 2, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0] 124046->124047 124056 X Coordinate <= 1172409.0 gini = 0.762 samples = 411 value = [171, 67, 2, 0, 24, 6, 6, 0, 37, 0, 20, 63, 6 1, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0] 124046->124056 124048 (...) 124047->124048 124049 (...) 124047->124049 124057 (...) 124056->124057 124062 (...) 124056->124062 124068 Y Coordinate <= 1899115.5 gini = 0.789 samples = 882 value = [332, 75, 7, 0, 60, 24, 9, 0, 132, 0, 58, 151 11, 5, 0, 1, 4, 8, 1, 3, 1, 0, 0, 0] 124067->124068 124093 Y Coordinate <= 1890069.0 gini = 0.856 samples = 1293 value = [181, 195, 5, 3, 57, 57, 26, 3, 215, 0, 117, 313 65, 15, 3, 2, 18, 3, 0, 15, 0, 0, 0, 0] 124067->124093 124069 (...) 124068->124069 124086 (...) 124068->124086 124094 (...) 124093->124094 124101 (...) 124093->124101 124135 Beat <= 2534.5 gini = 0.77 samples = 21429 value = [2018, 2138, 105, 40, 624, 688, 189, 30, 1902, 0 1205, 9399, 968, 246, 36, 23, 495, 1148, 13, 155 7, 0, 0, 0] 124134->124135 124780 Community Area <= 27.5 gini = 0.599 samples = 136774 value = [7679, 8158, 224, 126, 1513, 2367, 1152, 351, 7552 10, 4918, 84802, 4360, 1690, 759, 40, 3643, 6992, 39 389, 9, 0, 1, 0] 124134->124780 124136 X Coordinate <= 1173637.0 gini = 0.767 samples = 21106 value = [2005, 2128, 105, 40, 622, 686, 189, 30, 1888, 0 1197, 9336, 965, 241, 36, 23, 492, 949, 13, 154, 7 0, 0, 0] 124135->124136 124771 Y Coordinate <= 1912994.5 gini = 0.577 samples = 323 value = [13, 10, 0, 0, 2, 2, 0, 0, 14, 0, 8, 63, 3, 5 0, 0, 3, 199, 0, 1, 0, 0, 0, 0] 124135->124771 124137 (...) 124136->124137 124736 (...) 124136->124736 124772 (...) 124771->124772 124775 (...) 124771->124775 124781 X Coordinate <= 1159540.5 gini = 0.458 samples = 42529 value = [1867, 1778, 39, 29, 322, 488, 222, 82, 1320, 0 740, 31035, 580, 537, 145, 5, 633, 2629, 6, 69, 2 0, 1, 0] 124780->124781 126032 X Coordinate <= 1146410.0 gini = 0.654 samples = 94245 value = [5812, 6380, 185, 97, 1191, 1879, 930, 269, 6232, 10 4178, 53767, 3780, 1153, 614, 35, 3010, 4363, 33 320, 7, 0, 0, 0] 124780->126032 124782 (...) 124781->124782 125999 (...) 124781->125999 126033 (...) 126032->126033 126090 (...) 126032->126090 128880 Year <= 2013.5 gini = 0.595 samples = 49907 value = [2500, 2126, 35, 21, 305, 605, 377, 121, 1797, 2 1230, 30960, 1353, 611, 159, 7, 2465, 5022, 1, 209 1, 0, 0, 0] 128879->128880 130403 X Coordinate <= 1143736.0 gini = 0.692 samples = 68940 value = [2961, 3685, 75, 55, 703, 1311, 489, 161, 2899, 5 1725, 34794, 2226, 709, 118, 10, 1939, 14460, 7, 607 1, 0, 0, 0] 128879->130403 128881 Beat <= 234.5 gini = 0.578 samples = 45493 value = [1884, 1936, 35, 16, 263, 546, 321, 108, 1652, 2 1091, 28865, 1150, 388, 157, 7, 2068, 4798, 1, 204 1, 0, 0, 0] 128880->128881 130266 Year <= 2015.5 gini = 0.736 samples = 4414 value = [616, 190, 0, 5, 42, 59, 56, 13, 145, 0, 139 2095, 203, 223, 2, 0, 397, 224, 0, 5, 0, 0, 0 0] 128880->130266 128882 X Coordinate <= 1178865.5 gini = 0.7 samples = 952 value = [18, 44, 0, 0, 6, 7, 6, 2, 52, 0, 16, 361, 17 12, 12, 0, 29, 367, 0, 3, 0, 0, 0, 0] 128881->128882 128909 Beat <= 773.0 gini = 0.572 samples = 44541 value = [1866, 1892, 35, 16, 257, 539, 315, 106, 1600, 2 1075, 28504, 1133, 376, 145, 7, 2039, 4431, 1, 201 1, 0, 0, 0] 128881->128909 128883 (...) 128882->128883 128894 (...) 128882->128894 128910 (...) 128909->128910 129937 (...) 128909->129937 130267 X Coordinate <= 1157387.5 gini = 0.712 samples = 3484 value = [410, 143, 0, 4, 33, 38, 40, 9, 106, 0, 105, 1760 171, 163, 1, 0, 286, 211, 0, 4, 0, 0, 0, 0] 130266->130267 130376 Month <= 7.5 gini = 0.795 samples = 930 value = [206, 47, 0, 1, 9, 21, 16, 4, 39, 0, 34, 335 32, 60, 1, 0, 111, 13, 0, 1, 0, 0, 0, 0] 130266->130376 130268 (...) 130267->130268 130273 (...) 130267->130273 130377 (...) 130376->130377 130394 (...) 130376->130394 130404 Y Coordinate <= 1902242.5 gini = 0.55 samples = 11700 value = [562, 581, 10, 7, 106, 227, 69, 31, 358, 0, 244 7725, 246, 172, 33, 0, 362, 853, 0, 113, 1, 0, 0 0] 130403->130404 130761 X Coordinate <= 1146421.0 gini = 0.71 samples = 57240 value = [2399, 3104, 65, 48, 597, 1084, 420, 130, 2541, 5 1481, 27069, 1980, 537, 85, 10, 1577, 13607, 7, 494 0, 0, 0, 0] 130403->130761 130405 Y Coordinate <= 1901956.0 gini = 0.564 samples = 3363 value = [130, 105, 0, 1, 12, 50, 12, 5, 81, 0, 35, 2125 53, 42, 11, 0, 85, 603, 0, 12, 1, 0, 0, 0] 130404->130405 130504 Y Coordinate <= 1910039.0 gini = 0.538 samples = 8337 value = [432, 476, 10, 6, 94, 177, 57, 26, 277, 0, 209 5600, 193, 130, 22, 0, 277, 250, 0, 101, 0, 0, 0 0] 130404->130504 130406 (...) 130405->130406 130495 (...) 130405->130495 130505 (...) 130504->130505 130612 (...) 130504->130612 130762 Beat <= 1331.0 gini = 0.595 samples = 7077 value = [203, 138, 5, 1, 36, 33, 24, 4, 119, 1, 71, 2462 51, 50, 5, 0, 99, 3759, 0, 16, 0, 0, 0, 0] 130761->130762 130971 Year <= 2008.5 gini = 0.709 samples = 50163 value = [2196, 2966, 60, 47, 561, 1051, 396, 126, 2422, 4 1410, 24607, 1929, 487, 80, 10, 1478, 9848, 7, 478 0, 0, 0, 0] 130761->130971 130763 (...) 130762->130763 130870 (...) 130762->130870 130972 (...) 130971->130972 131953 (...) 130971->131953 132491 Ward <= 35.5 gini = 0.353 samples = 75700 value = [555, 60505, 125, 22, 1600, 1077, 5624, 26, 2197, 5 1734, 1462, 112, 39, 38, 5, 164, 6, 16, 378, 10 0, 0, 0] 132490->132491 134610 Location Description <= 5.5 gini = 0.822 samples = 70454 value = [1219, 6455, 470, 107, 1033, 2063, 7948, 68, 16828 87, 7244, 20521, 2530, 340, 296, 23, 2572, 157, 75 407, 11, 0, 0, 0] 132490->134610 132492 Hour <= 18.5 gini = 0.413 samples = 45062 value = [469, 34179, 82, 20, 921, 739, 4100, 23, 1575, 4 1261, 1109, 85, 31, 20, 3, 141, 1, 11, 278, 10 0, 0, 0] 132491->132492 133789 Y Coordinate <= 1926226.5 gini = 0.258 samples = 30638 value = [86, 26326, 43, 2, 679, 338, 1524, 3, 622, 1, 473 353, 27, 8, 18, 2, 23, 5, 5, 100, 0, 0, 0, 0] 132491->133789 132493 Y Coordinate <= 1853937.0 gini = 0.386 samples = 36587 value = [396, 28452, 73, 18, 768, 545, 2918, 16, 1235, 2 984, 819, 64, 26, 14, 1, 93, 0, 10, 144, 9, 0 0, 0] 132492->132493 133538 Year <= 2008.5 gini = 0.519 samples = 8475 value = [73, 5727, 9, 2, 153, 194, 1182, 7, 340, 2, 277 290, 21, 5, 6, 2, 48, 1, 1, 134, 1, 0, 0, 0] 132492->133538 132494 Beat <= 621.5 gini = 0.302 samples = 12110 value = [81, 10076, 23, 2, 192, 102, 766, 3, 333, 0, 280 170, 16, 3, 3, 1, 22, 0, 2, 30, 5, 0, 0, 0] 132493->132494 132837 Y Coordinate <= 1862939.0 gini = 0.425 samples = 24477 value = [315, 18376, 50, 16, 576, 443, 2152, 13, 902, 2 704, 649, 48, 23, 11, 0, 71, 0, 8, 114, 4, 0 0, 0] 132493->132837 132495 X Coordinate <= 1178801.5 gini = 0.413 samples = 4585 value = [65, 3476, 8, 2, 46, 43, 426, 1, 182, 0, 179, 107 11, 1, 1, 0, 14, 0, 0, 18, 5, 0, 0, 0] 132494->132495 132626 Y Coordinate <= 1847180.0 gini = 0.228 samples = 7525 value = [16, 6600, 15, 0, 146, 59, 340, 2, 151, 0, 101 63, 5, 2, 2, 1, 8, 0, 2, 12, 0, 0, 0, 0] 132494->132626 132496 Year <= 2008.5 gini = 0.557 samples = 1489 value = [25, 958, 5, 0, 23, 16, 213, 0, 81, 0, 90, 59 6, 0, 1, 0, 7, 0, 0, 5, 0, 0, 0, 0] 132495->132496 132539 X Coordinate <= 1189424.5 gini = 0.331 samples = 3096 value = [40, 2518, 3, 2, 23, 27, 213, 1, 101, 0, 89, 48 5, 1, 0, 0, 7, 0, 0, 13, 5, 0, 0, 0] 132495->132539 132497 (...) 132496->132497 132518 (...) 132496->132518 132540 (...) 132539->132540 132591 (...) 132539->132591 132627 Beat <= 2233.5 gini = 0.456 samples = 1398 value = [4, 1011, 3, 0, 43, 14, 181, 1, 36, 0, 47, 42 2, 0, 0, 1, 3, 0, 2, 8, 0, 0, 0, 0] 132626->132627 132668 Community Area <= 69.5 gini = 0.166 samples = 6127 value = [12, 5589, 12, 0, 103, 45, 159, 1, 115, 0, 54, 21 3, 2, 2, 0, 5, 0, 0, 4, 0, 0, 0, 0] 132626->132668 132628 (...) 132627->132628 132661 (...) 132627->132661 132669 (...) 132668->132669 132832 (...) 132668->132832 132838 Beat <= 322.5 gini = 0.564 samples = 3362 value = [113, 2153, 10, 0, 58, 84, 454, 3, 141, 0, 164 119, 11, 3, 1, 0, 31, 0, 0, 17, 0, 0, 0, 0] 132837->132838 132931 Hour <= 6.5 gini = 0.4 samples = 21115 value = [202, 16223, 40, 16, 518, 359, 1698, 10, 761, 2 540, 530, 37, 20, 10, 0, 40, 0, 8, 97, 4, 0, 0 0] 132837->132931 132839 X Coordinate <= 1180292.5 gini = 0.818 samples = 220 value = [32, 37, 1, 0, 14, 6, 72, 0, 10, 0, 14, 26, 1 0, 0, 0, 6, 0, 0, 1, 0, 0, 0, 0] 132838->132839 132844 Year <= 2009.5 gini = 0.525 samples = 3142 value = [81, 2116, 9, 0, 44, 78, 382, 3, 131, 0, 150, 93 10, 3, 1, 0, 25, 0, 0, 16, 0, 0, 0, 0] 132838->132844 132840 (...) 132839->132840 132841 (...) 132839->132841 132845 (...) 132844->132845 132898 (...) 132844->132898 132932 X Coordinate <= 1170461.0 gini = 0.602 samples = 1100 value = [5, 659, 3, 0, 19, 165, 115, 2, 58, 2, 48, 13 4, 0, 0, 0, 3, 0, 2, 2, 0, 0, 0, 0] 132931->132932 132961 X Coordinate <= 1141441.5 gini = 0.386 samples = 20015 value = [197, 15564, 37, 16, 499, 194, 1583, 8, 703, 0, 492 517, 33, 20, 10, 0, 37, 0, 6, 95, 4, 0, 0, 0] 132931->132961 132933 (...) 132932->132933 132954 (...) 132932->132954 132962 (...) 132961->132962 132983 (...) 132961->132983 133539 Ward <= 14.5 gini = 0.432 samples = 4478 value = [8, 3335, 7, 2, 101, 114, 446, 2, 166, 0, 100 115, 3, 2, 2, 0, 10, 1, 1, 63, 0, 0, 0, 0] 133538->133539 133670 Beat <= 617.5 gini = 0.601 samples = 3997 value = [65, 2392, 2, 0, 52, 80, 736, 5, 174, 2, 177, 175 18, 3, 4, 2, 38, 0, 0, 71, 1, 0, 0, 0] 133538->133670 133540 Community Area <= 43.5 gini = 0.349 samples = 2470 value = [6, 1980, 2, 1, 50, 58, 188, 0, 72, 0, 44, 43 1, 0, 0, 0, 3, 0, 0, 22, 0, 0, 0, 0] 133539->133540 133609 Y Coordinate <= 1926221.0 gini = 0.522 samples = 2008 value = [2, 1355, 5, 1, 51, 56, 258, 2, 94, 0, 56, 72 2, 2, 2, 0, 7, 1, 1, 41, 0, 0, 0, 0] 133539->133609 133541 Hour <= 22.5 gini = 0.461 samples = 918 value = [0, 661, 0, 1, 21, 30, 118, 0, 28, 0, 17, 29, 0 0, 0, 0, 0, 0, 0, 13, 0, 0, 0, 0] 133540->133541 133564 X Coordinate <= 1150468.0 gini = 0.274 samples = 1552 value = [6, 1319, 2, 0, 29, 28, 70, 0, 44, 0, 27, 14, 1 0, 0, 0, 3, 0, 0, 9, 0, 0, 0, 0] 133540->133564 133542 (...) 133541->133542 133563 (...) 133541->133563 133565 (...) 133564->133565 133578 (...) 133564->133578 133610 Y Coordinate <= 1923668.5 gini = 0.515 samples = 1951 value = [2, 1330, 4, 1, 51, 55, 233, 2, 91, 0, 55, 72 2, 2, 2, 0, 7, 1, 1, 40, 0, 0, 0, 0] 133609->133610 133669 gini = 0.611 samples = 57 value = [0, 25, 1, 0, 0, 1, 25, 0, 3, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 1, 0, 0, 0, 0] 133609->133669 133611 (...) 133610->133611 133668 (...) 133610->133668 133671 Y Coordinate <= 1895005.5 gini = 0.665 samples = 1214 value = [30, 601, 0, 0, 13, 15, 349, 3, 36, 0, 66, 58 7, 2, 0, 0, 12, 0, 0, 22, 0, 0, 0, 0] 133670->133671 133708 Community Area <= 65.5 gini = 0.559 samples = 2783 value = [35, 1791, 2, 0, 39, 65, 387, 2, 138, 2, 111, 117 11, 1, 4, 2, 26, 0, 0, 49, 1, 0, 0, 0] 133670->133708 133672 Y Coordinate <= 1894975.0 gini = 0.682 samples = 1073 value = [29, 502, 0, 0, 11, 14, 323, 3, 31, 0, 62, 57 6, 2, 0, 0, 11, 0, 0, 22, 0, 0, 0, 0] 133671->133672 133705 Y Coordinate <= 1895373.0 gini = 0.47 samples = 141 value = [1, 99, 0, 0, 2, 1, 26, 0, 5, 0, 4, 1, 1, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 133671->133705 133673 (...) 133672->133673 133704 (...) 133672->133704 133706 (...) 133705->133706 133707 (...) 133705->133707 133709 Y Coordinate <= 1857425.0 gini = 0.498 samples = 2122 value = [26, 1481, 2, 0, 29, 55, 195, 1, 91, 2, 74, 95 10, 0, 4, 2, 18, 0, 0, 36, 1, 0, 0, 0] 133708->133709 133770 Y Coordinate <= 1841646.5 gini = 0.685 samples = 661 value = [9, 310, 0, 0, 10, 10, 192, 1, 47, 0, 37, 22, 1 1, 0, 0, 8, 0, 0, 13, 0, 0, 0, 0] 133708->133770 133710 (...) 133709->133710 133723 (...) 133709->133723 133771 (...) 133770->133771 133774 (...) 133770->133774 133790 Hour <= 8.5 gini = 0.213 samples = 25689 value = [40, 22749, 22, 1, 553, 229, 1043, 3, 404, 1, 299 242, 17, 3, 2, 0, 16, 3, 3, 59, 0, 0, 0, 0] 133789->133790 134463 X Coordinate <= 1163232.0 gini = 0.463 samples = 4949 value = [46, 3577, 21, 1, 126, 109, 481, 0, 218, 0, 174 111, 10, 5, 16, 2, 7, 2, 2, 41, 0, 0, 0, 0] 133789->134463 133791 Y Coordinate <= 1920716.5 gini = 0.538 samples = 1089 value = [2, 720, 3, 0, 35, 70, 129, 1, 70, 0, 42, 14, 0 1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0] 133790->133791 133824 Hour <= 21.5 gini = 0.196 samples = 24600 value = [38, 22029, 19, 1, 518, 159, 914, 2, 334, 1, 257 228, 17, 2, 2, 0, 16, 3, 3, 57, 0, 0, 0, 0] 133790->133824 133792 X Coordinate <= 1170425.0 gini = 0.507 samples = 936 value = [2, 643, 3, 0, 33, 40, 105, 1, 61, 0, 34, 11, 0 1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0] 133791->133792 133819 Y Coordinate <= 1923627.0 gini = 0.677 samples = 153 value = [0, 77, 0, 0, 2, 30, 24, 0, 9, 0, 8, 3, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 133791->133819 133793 Year <= 2010.5 gini = 0.396 samples = 280 value = [1, 216, 3, 0, 10, 10, 13, 0, 14, 0, 10, 3, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 133792->133793 133800 Month <= 9.5 gini = 0.547 samples = 656 value = [1, 427, 0, 0, 23, 30, 92, 1, 47, 0, 24, 8, 0 1, 0, 0, 0, 0, 0, 2, 0, 0, 0, 0] 133792->133800 133794 (...) 133793->133794 133799 (...) 133793->133799 133801 (...) 133800->133801 133814 (...) 133800->133814 133820 Hour <= 2.5 gini = 0.708 samples = 103 value = [0, 44, 0, 0, 0, 25, 22, 0, 6, 0, 4, 2, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 133819->133820 133823 gini = 0.541 samples = 50 value = [0, 33, 0, 0, 2, 5, 2, 0, 3, 0, 4, 1, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 133819->133823 133821 (...) 133820->133821 133822 (...) 133820->133822 133825 X Coordinate <= 1176350.5 gini = 0.188 samples = 24101 value = [34, 21687, 19, 1, 508, 133, 841, 2, 316, 1, 237 223, 17, 2, 2, 0, 15, 3, 3, 57, 0, 0, 0, 0] 133824->133825 134452 X Coordinate <= 1144228.0 gini = 0.503 samples = 499 value = [4, 342, 0, 0, 10, 26, 73, 0, 18, 0, 20, 5, 0 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 133824->134452 133826 X Coordinate <= 1170306.5 gini = 0.243 samples = 10584 value = [26, 9187, 10, 1, 185, 65, 483, 2, 201, 1, 167 179, 10, 0, 1, 0, 11, 3, 3, 49, 0, 0, 0, 0] 133825->133826 134109 X Coordinate <= 1176379.0 gini = 0.143 samples = 13517 value = [8, 12500, 9, 0, 323, 68, 358, 0, 115, 0, 70, 44 7, 2, 1, 0, 4, 0, 0, 8, 0, 0, 0, 0] 133825->134109 133827 (...) 133826->133827 134036 (...) 133826->134036 134110 (...) 134109->134110 134265 (...) 134109->134265 134453 gini = 0.738 samples = 71 value = [4, 30, 0, 0, 1, 6, 18, 0, 4, 0, 5, 2, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 134452->134453 134454 Y Coordinate <= 1907009.5 gini = 0.447 samples = 428 value = [0, 312, 0, 0, 9, 20, 55, 0, 14, 0, 15, 3, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 134452->134454 134455 (...) 134454->134455 134458 (...) 134454->134458 134464 Y Coordinate <= 1931823.5 gini = 0.408 samples = 2760 value = [29, 2107, 11, 0, 88, 52, 192, 0, 96, 0, 68, 61 9, 2, 7, 2, 3, 2, 0, 31, 0, 0, 0, 0] 134463->134464 134547 Y Coordinate <= 1943655.0 gini = 0.525 samples = 2189 value = [17, 1470, 10, 1, 38, 57, 289, 0, 122, 0, 106, 50 1, 3, 9, 0, 4, 0, 2, 10, 0, 0, 0, 0] 134463->134547 134465 Y Coordinate <= 1931595.5 gini = 0.61 samples = 672 value = [16, 405, 4, 0, 27, 24, 90, 0, 29, 0, 19, 29, 4 1, 6, 0, 1, 2, 0, 15, 0, 0, 0, 0] 134464->134465 134484 X Coordinate <= 1160390.0 gini = 0.33 samples = 2088 value = [13, 1702, 7, 0, 61, 28, 102, 0, 67, 0, 49, 32 5, 1, 1, 2, 2, 0, 0, 16, 0, 0, 0, 0] 134464->134484 134466 X Coordinate <= 1148948.5 gini = 0.563 samples = 595 value = [9, 383, 3, 0, 18, 20, 75, 0, 23, 0, 17, 26, 4 1, 3, 0, 1, 2, 0, 10, 0, 0, 0, 0] 134465->134466 134483 gini = 0.842 samples = 77 value = [7, 22, 1, 0, 9, 4, 15, 0, 6, 0, 2, 3, 0, 0 3, 0, 0, 0, 0, 5, 0, 0, 0, 0] 134465->134483 134467 (...) 134466->134467 134478 (...) 134466->134478 134485 Community Area <= 12.5 gini = 0.424 samples = 1194 value = [12, 899, 6, 0, 42, 23, 76, 0, 52, 0, 39, 27, 1 0, 1, 2, 1, 0, 0, 13, 0, 0, 0, 0] 134484->134485 134522 Beat <= 2423.0 gini = 0.191 samples = 894 value = [1, 803, 1, 0, 19, 5, 26, 0, 15, 0, 10, 5, 4 1, 0, 0, 1, 0, 0, 3, 0, 0, 0, 0] 134484->134522 134486 (...) 134485->134486 134509 (...) 134485->134509 134523 (...) 134522->134523 134544 (...) 134522->134544 134548 Y Coordinate <= 1930174.0 gini = 0.485 samples = 1985 value = [15, 1396, 9, 0, 29, 46, 244, 0, 98, 0, 78, 47 1, 3, 8, 0, 2, 0, 2, 7, 0, 0, 0, 0] 134547->134548 134605 Hour <= 13.5 gini = 0.782 samples = 204 value = [2, 74, 1, 1, 9, 11, 45, 0, 24, 0, 28, 3, 0 0, 1, 0, 2, 0, 0, 3, 0, 0, 0, 0] 134547->134605 134549 Y Coordinate <= 1929851.0 gini = 0.3 samples = 514 value = [0, 428, 1, 0, 2, 7, 25, 0, 26, 0, 16, 7, 0 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0] 134548->134549 134564 X Coordinate <= 1167430.5 gini = 0.539 samples = 1471 value = [15, 968, 8, 0, 27, 39, 219, 0, 72, 0, 62, 40 1, 3, 7, 0, 2, 0, 2, 6, 0, 0, 0, 0] 134548->134564 134550 (...) 134549->134550 134557 (...) 134549->134557 134565 (...) 134564->134565 134590 (...) 134564->134590 134606 gini = 0.748 samples = 90 value = [2, 39, 1, 1, 1, 6, 13, 0, 15, 0, 9, 2, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 134605->134606 134607 Y Coordinate <= 1946504.0 gini = 0.785 samples = 114 value = [0, 35, 0, 0, 8, 5, 32, 0, 9, 0, 19, 1, 0, 0 1, 0, 1, 0, 0, 3, 0, 0, 0, 0] 134605->134607 134608 (...) 134607->134608 134609 (...) 134607->134609 134611 Hour <= 18.5 gini = 0.786 samples = 27958 value = [791, 3863, 114, 52, 900, 1032, 4898, 63, 2408, 8 1345, 10835, 328, 272, 94, 9, 688, 147, 15, 93, 3 0, 0, 0] 134610->134611 135462 Hour <= 16.5 gini = 0.799 samples = 42496 value = [428, 2592, 356, 55, 133, 1031, 3050, 5, 14420, 79 5899, 9686, 2202, 68, 202, 14, 1884, 10, 60, 314 8, 0, 0, 0] 134610->135462 134612 Year <= 2007.5 gini = 0.814 samples = 17937 value = [575, 2985, 83, 42, 664, 754, 3310, 53, 1715, 6 929, 5876, 203, 159, 47, 7, 371, 93, 12, 50, 3 0, 0, 0] 134611->134612 135157 Beat <= 313.5 gini = 0.713 samples = 10021 value = [216, 878, 31, 10, 236, 278, 1588, 10, 693, 2, 416 4959, 125, 113, 47, 2, 317, 54, 3, 43, 0, 0, 0 0] 134611->135157 134613 Beat <= 411.5 gini = 0.836 samples = 7006 value = [285, 1544, 44, 19, 268, 370, 1364, 37, 726, 5, 369 1678, 43, 35, 18, 2, 128, 33, 5, 30, 3, 0, 0 0] 134612->134613 134826 X Coordinate <= 1159260.5 gini = 0.788 samples = 10931 value = [290, 1441, 39, 23, 396, 384, 1946, 16, 989, 1, 560 4198, 160, 124, 29, 5, 243, 60, 7, 20, 0, 0, 0 0] 134612->134826 134614 Y Coordinate <= 1889109.0 gini = 0.783 samples = 967 value = [29, 184, 4, 0, 50, 54, 367, 5, 43, 1, 57, 150 4, 3, 2, 0, 13, 0, 0, 1, 0, 0, 0, 0] 134613->134614 134641 Hour <= 10.5 gini = 0.836 samples = 6039 value = [256, 1360, 40, 19, 218, 316, 997, 32, 683, 4, 312 1528, 39, 32, 16, 2, 115, 33, 5, 29, 3, 0, 0 0] 134613->134641 134615 Beat <= 311.5 gini = 0.784 samples = 599 value = [14, 82, 3, 0, 13, 34, 221, 5, 32, 1, 44, 131 3, 2, 2, 0, 11, 0, 0, 1, 0, 0, 0, 0] 134614->134615 134632 Y Coordinate <= 1897913.5 gini = 0.746 samples = 368 value = [15, 102, 1, 0, 37, 20, 146, 0, 11, 0, 13, 19 1, 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 134614->134632 134616 (...) 134615->134616 134621 (...) 134615->134621 134633 (...) 134632->134633 134638 (...) 134632->134638 134642 Hour <= 5.5 gini = 0.851 samples = 2277 value = [98, 575, 17, 2, 83, 153, 358, 26, 313, 1, 118 394, 16, 13, 1, 1, 70, 22, 4, 12, 0, 0, 0, 0] 134641->134642 134713 Community Area <= 3.5 gini = 0.819 samples = 3762 value = [158, 785, 23, 17, 135, 163, 639, 6, 370, 3, 194 1134, 23, 19, 15, 1, 45, 11, 1, 17, 3, 0, 0, 0] 134641->134713 134643 (...) 134642->134643 134684 (...) 134642->134684 134714 (...) 134713->134714 134723 (...) 134713->134723 134827 Y Coordinate <= 1910196.5 gini = 0.747 samples = 4383 value = [142, 519, 20, 12, 154, 154, 494, 5, 376, 1, 196 2021, 62, 59, 15, 3, 90, 45, 3, 12, 0, 0, 0, 0] 134826->134827 134960 Y Coordinate <= 1882290.0 gini = 0.805 samples = 6548 value = [148, 922, 19, 11, 242, 230, 1452, 11, 613, 0, 364 2177, 98, 65, 14, 2, 153, 15, 4, 8, 0, 0, 0, 0] 134826->134960 134828 Y Coordinate <= 1893596.0 gini = 0.694 samples = 2962 value = [103, 312, 9, 5, 105, 77, 284, 4, 196, 0, 88 1557, 49, 45, 15, 3, 60, 39, 2, 9, 0, 0, 0, 0] 134827->134828 134917 Hour <= 10.5 gini = 0.823 samples = 1421 value = [39, 207, 11, 7, 49, 77, 210, 1, 180, 1, 108, 464 13, 14, 0, 0, 30, 6, 1, 3, 0, 0, 0, 0] 134827->134917 134829 (...) 134828->134829 134862 (...) 134828->134862 134918 (...) 134917->134918 134933 (...) 134917->134933 134961 Hour <= 9.5 gini = 0.772 samples = 4411 value = [110, 467, 4, 7, 172, 100, 925, 9, 332, 0, 240 1767, 78, 40, 13, 1, 128, 8, 4, 6, 0, 0, 0, 0] 134960->134961 135094 Ward <= 45.0 gini = 0.831 samples = 2137 value = [38, 455, 15, 4, 70, 130, 527, 2, 281, 0, 124 410, 20, 25, 1, 1, 25, 7, 0, 2, 0, 0, 0, 0] 134960->135094 134962 (...) 134961->134962 134991 (...) 134961->134991 135095 (...) 135094->135095 135146 (...) 135094->135146 135158 Beat <= 312.5 gini = 0.752 samples = 839 value = [10, 72, 0, 0, 65, 27, 348, 0, 60, 0, 19, 197 4, 5, 4, 0, 26, 2, 0, 0, 0, 0, 0, 0] 135157->135158 135177 Year <= 2005.5 gini = 0.695 samples = 9182 value = [206, 806, 31, 10, 171, 251, 1240, 10, 633, 2, 397 4762, 121, 108, 43, 2, 291, 52, 3, 43, 0, 0, 0 0] 135157->135177 135159 Y Coordinate <= 1888538.5 gini = 0.806 samples = 658 value = [10, 72, 0, 0, 65, 25, 192, 0, 55, 0, 19, 181 4, 5, 4, 0, 24, 2, 0, 0, 0, 0, 0, 0] 135158->135159 135174 Y Coordinate <= 1864502.5 gini = 0.248 samples = 181 value = [0, 0, 0, 0, 0, 2, 156, 0, 5, 0, 0, 16, 0, 0 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 135158->135174 135160 Community Area <= 68.5 gini = 0.762 samples = 397 value = [8, 19, 0, 0, 21, 7, 108, 0, 34, 0, 15, 152, 3 4, 4, 0, 20, 2, 0, 0, 0, 0, 0, 0] 135159->135160 135169 Ward <= 2.5 gini = 0.803 samples = 261 value = [2, 53, 0, 0, 44, 18, 84, 0, 21, 0, 4, 29, 1 1, 0, 0, 4, 0, 0, 0, 0, 0, 0, 0] 135159->135169 135161 (...) 135160->135161 135168 (...) 135160->135168 135170 (...) 135169->135170 135173 (...) 135169->135173 135175 gini = 0.178 samples = 94 value = [0, 0, 0, 0, 0, 1, 85, 0, 2, 0, 0, 6, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 135174->135175 135176 gini = 0.319 samples = 87 value = [0, 0, 0, 0, 0, 1, 71, 0, 3, 0, 0, 10, 0, 0 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 135174->135176 135178 X Coordinate <= 1165693.0 gini = 0.786 samples = 1636 value = [30, 256, 12, 0, 38, 54, 324, 4, 148, 1, 79, 605 7, 5, 5, 0, 50, 10, 1, 7, 0, 0, 0, 0] 135177->135178 135227 X Coordinate <= 1154116.0 gini = 0.668 samples = 7546 value = [176, 550, 19, 10, 133, 197, 916, 6, 485, 1, 318 4157, 114, 103, 38, 2, 241, 42, 2, 36, 0, 0, 0 0] 135177->135227 135179 Community Area <= 29.5 gini = 0.741 samples = 941 value = [13, 147, 6, 0, 17, 31, 131, 3, 85, 0, 42, 424 4, 4, 1, 0, 22, 5, 1, 5, 0, 0, 0, 0] 135178->135179 135206 Beat <= 2172.0 gini = 0.815 samples = 695 value = [17, 109, 6, 0, 21, 23, 193, 1, 63, 1, 37, 181 3, 1, 4, 0, 28, 5, 0, 2, 0, 0, 0, 0] 135178->135206 135180 (...) 135179->135180 135199 (...) 135179->135199 135207 (...) 135206->135207 135224 (...) 135206->135224 135228 Y Coordinate <= 1908357.0 gini = 0.597 samples = 2488 value = [69, 168, 7, 4, 45, 67, 163, 3, 131, 1, 92, 1548 46, 34, 18, 0, 53, 26, 0, 13, 0, 0, 0, 0] 135227->135228 135303 Y Coordinate <= 1858098.5 gini = 0.696 samples = 5058 value = [107, 382, 12, 6, 88, 130, 753, 3, 354, 0, 226 2609, 68, 69, 20, 2, 188, 16, 2, 23, 0, 0, 0 0] 135227->135303 135229 (...) 135228->135229 135272 (...) 135228->135272 135304 (...) 135303->135304 135373 (...) 135303->135373 135463 Hour <= 9.5 gini = 0.79 samples = 39807 value = [389, 2227, 317, 51, 118, 807, 2559, 3, 14077, 74 5773, 9029, 2121, 59, 87, 11, 1783, 8, 60, 247, 7 0, 0, 0] 135462->135463 136666 Hour <= 18.5 gini = 0.858 samples = 2689 value = [39, 365, 39, 4, 15, 224, 491, 2, 343, 5, 126 657, 81, 9, 115, 3, 101, 2, 0, 67, 1, 0, 0, 0] 135462->136666 135464 Hour <= 6.5 gini = 0.801 samples = 10513 value = [145, 573, 64, 6, 40, 229, 541, 3, 2916, 5, 1380 3134, 397, 10, 12, 2, 928, 3, 16, 106, 3, 0, 0 0] 135463->135464 135789 Hour <= 13.5 gini = 0.779 samples = 29294 value = [244, 1654, 253, 45, 78, 578, 2018, 0, 11161, 69 4393, 5895, 1724, 49, 75, 9, 855, 5, 44, 141, 4 0, 0, 0] 135463->135789 135465 Y Coordinate <= 1881335.5 gini = 0.842 samples = 624 value = [15, 163, 14, 1, 8, 68, 122, 1, 52, 1, 21, 104 10, 0, 4, 1, 23, 3, 0, 13, 0, 0, 0, 0] 135464->135465 135484 Y Coordinate <= 1933336.5 gini = 0.789 samples = 9889 value = [130, 410, 50, 5, 32, 161, 419, 2, 2864, 4, 1359 3030, 387, 10, 8, 1, 905, 0, 16, 93, 3, 0, 0 0] 135464->135484 135466 X Coordinate <= 1161203.5 gini = 0.784 samples = 254 value = [9, 102, 4, 0, 3, 21, 40, 0, 22, 0, 9, 26, 2 0, 1, 0, 11, 0, 0, 4, 0, 0, 0, 0] 135465->135466 135473 X Coordinate <= 1165381.5 gini = 0.852 samples = 370 value = [6, 61, 10, 1, 5, 47, 82, 1, 30, 1, 12, 78, 8 0, 3, 1, 12, 3, 0, 9, 0, 0, 0, 0] 135465->135473 135467 (...) 135466->135467 135468 (...) 135466->135468 135474 (...) 135473->135474 135481 (...) 135473->135481 135485 Year <= 2005.5 gini = 0.792 samples = 9224 value = [123, 372, 47, 5, 28, 151, 385, 2, 2732, 4, 1297 2708, 371, 10, 8, 1, 877, 0, 14, 86, 3, 0, 0 0] 135484->135485 135770 Y Coordinate <= 1936818.5 gini = 0.709 samples = 665 value = [7, 38, 3, 0, 4, 10, 34, 0, 132, 0, 62, 322, 16 0, 0, 0, 28, 0, 2, 7, 0, 0, 0, 0] 135484->135770 135486 (...) 135485->135486 135559 (...) 135485->135559 135771 (...) 135770->135771 135782 (...) 135770->135782 135790 Ward <= 40.5 gini = 0.766 samples = 20961 value = [166, 1063, 169, 21, 55, 392, 848, 0, 8138, 48 3248, 4667, 1266, 33, 55, 2, 626, 4, 35, 123, 2 0, 0, 0] 135789->135790 136417 Community Area <= 14.5 gini = 0.799 samples = 8333 value = [78, 591, 84, 24, 23, 186, 1170, 0, 3023, 21, 1145 1228, 458, 16, 20, 7, 229, 1, 9, 18, 2, 0, 0 0] 135789->136417 135791 X Coordinate <= 1201060.5 gini = 0.762 samples = 19416 value = [144, 975, 150, 18, 50, 341, 729, 0, 7721, 39, 3090 4107, 1234, 33, 48, 2, 596, 2, 27, 108, 2, 0, 0 0] 135790->135791 136372 X Coordinate <= 1174417.0 gini = 0.774 samples = 1545 value = [22, 88, 19, 3, 5, 51, 119, 0, 417, 9, 158, 560 32, 0, 7, 0, 30, 2, 8, 15, 0, 0, 0, 0] 135790->136372 135792 (...) 135791->135792 136365 (...) 135791->136365 136373 (...) 136372->136373 136416 (...) 136372->136416 136418 Ward <= 40.5 gini = 0.814 samples = 1022 value = [6, 63, 16, 2, 8, 30, 268, 0, 266, 1, 89, 192 40, 5, 3, 2, 23, 0, 1, 5, 2, 0, 0, 0] 136417->136418 136449 Hour <= 14.5 gini = 0.792 samples = 7311 value = [72, 528, 68, 22, 15, 156, 902, 0, 2757, 20, 1056 1036, 418, 11, 17, 5, 206, 1, 8, 13, 0, 0, 0 0] 136417->136449 136419 (...) 136418->136419 136430 (...) 136418->136430 136450 (...) 136449->136450 136577 (...) 136449->136577 136667 Y Coordinate <= 1876055.5 gini = 0.863 samples = 965 value = [16, 149, 16, 2, 5, 69, 142, 0, 187, 3, 66, 193 36, 1, 32, 3, 34, 0, 0, 11, 0, 0, 0, 0] 136666->136667 136696 Y Coordinate <= 1909758.5 gini = 0.847 samples = 1724 value = [23, 216, 23, 2, 10, 155, 349, 2, 156, 2, 60, 464 45, 8, 83, 0, 67, 2, 0, 56, 1, 0, 0, 0] 136666->136696 136668 X Coordinate <= 1165125.5 gini = 0.862 samples = 417 value = [10, 72, 6, 0, 2, 18, 30, 0, 93, 1, 43, 75, 20 0, 18, 1, 26, 0, 0, 2, 0, 0, 0, 0] 136667->136668 136679 Month <= 9.5 gini = 0.85 samples = 548 value = [6, 77, 10, 2, 3, 51, 112, 0, 94, 2, 23, 118 16, 1, 14, 2, 8, 0, 0, 9, 0, 0, 0, 0] 136667->136679 136669 gini = 0.83 samples = 85 value = [3, 11, 3, 0, 0, 9, 4, 0, 14, 0, 6, 27, 2, 0 0, 0, 5, 0, 0, 1, 0, 0, 0, 0] 136668->136669 136670 Year <= 2007.5 gini = 0.859 samples = 332 value = [7, 61, 3, 0, 2, 9, 26, 0, 79, 1, 37, 48, 18 0, 18, 1, 21, 0, 0, 1, 0, 0, 0, 0] 136668->136670 136671 (...) 136670->136671 136674 (...) 136670->136674 136680 Beat <= 2216.5 gini = 0.846 samples = 436 value = [5, 57, 9, 1, 3, 41, 88, 0, 66, 2, 17, 107, 13 1, 14, 1, 6, 0, 0, 5, 0, 0, 0, 0] 136679->136680 136693 Hour <= 17.5 gini = 0.837 samples = 112 value = [1, 20, 1, 1, 0, 10, 24, 0, 28, 0, 6, 11, 3 0, 0, 1, 2, 0, 0, 4, 0, 0, 0, 0] 136679->136693 136681 (...) 136680->136681 136692 (...) 136680->136692 136694 (...) 136693->136694 136695 (...) 136693->136695 136697 Ward <= 8.5 gini = 0.857 samples = 1164 value = [14, 178, 15, 2, 6, 102, 190, 1, 103, 2, 48, 303 37, 7, 69, 0, 60, 1, 0, 26, 0, 0, 0, 0] 136696->136697 136732 X Coordinate <= 1167855.0 gini = 0.809 samples = 560 value = [9, 38, 8, 0, 4, 53, 159, 1, 53, 0, 12, 161, 8 1, 14, 0, 7, 1, 0, 30, 1, 0, 0, 0] 136696->136732 136698 Hour <= 20.5 gini = 0.846 samples = 337 value = [3, 48, 3, 1, 5, 13, 72, 1, 45, 1, 16, 80, 7 0, 30, 0, 10, 0, 0, 2, 0, 0, 0, 0] 136697->136698 136707 Month <= 4.5 gini = 0.856 samples = 827 value = [11, 130, 12, 1, 1, 89, 118, 0, 58, 1, 32, 223 30, 7, 39, 0, 50, 1, 0, 24, 0, 0, 0, 0] 136697->136707 136699 (...) 136698->136699 136704 (...) 136698->136704 136708 (...) 136707->136708 136711 (...) 136707->136711 136733 Community Area <= 1.5 gini = 0.825 samples = 460 value = [7, 33, 6, 0, 1, 50, 133, 1, 51, 0, 11, 109, 8 1, 12, 0, 5, 1, 0, 30, 1, 0, 0, 0] 136732->136733 136744 Beat <= 1914.5 gini = 0.656 samples = 100 value = [2, 5, 2, 0, 3, 3, 26, 0, 2, 0, 1, 52, 0, 0 2, 0, 2, 0, 0, 0, 0, 0, 0, 0] 136732->136744 136734 (...) 136733->136734 136735 (...) 136733->136735 136745 (...) 136744->136745 136746 (...) 136744->136746 136748 Community Area <= 22.5 gini = 0.76 samples = 47842 value = [940, 4001, 420, 53, 1079, 1575, 854, 156, 6786, 122 2483, 21455, 999, 655, 484, 33, 2720, 2505, 11, 503 8, 0, 0, 0] 136747->136748 138199 Community Area <= 22.5 gini = 0.496 samples = 307300 value = [7775, 10056, 1085, 165, 2718, 2801, 3625, 254, 18549 122, 11019, 216104, 6977, 2333, 7479, 91, 9769, 3519 60, 2775, 24, 0, 0, 0] 136747->138199 136749 Location Description <= 8.5 gini = 0.834 samples = 11000 value = [267, 1353, 153, 21, 484, 584, 177, 19, 2661, 33 759, 3072, 272, 178, 13, 10, 331, 423, 1, 186, 3 0, 0, 0] 136748->136749 137078 X Coordinate <= 1157538.5 gini = 0.721 samples = 36842 value = [673, 2648, 267, 32, 595, 991, 677, 137, 4125, 89 1724, 18383, 727, 477, 471, 23, 2389, 2082, 10, 317 5, 0, 0, 0] 136748->137078 136750 Location Description <= 7.5 gini = 0.836 samples = 3632 value = [146, 645, 76, 5, 319, 312, 123, 19, 343, 32, 109 1158, 41, 43, 1, 7, 129, 73, 0, 49, 2, 0, 0, 0] 136749->136750 136857 Hour <= 0.5 gini = 0.81 samples = 7368 value = [121, 708, 77, 16, 165, 272, 54, 0, 2318, 1, 650 1914, 231, 135, 12, 3, 202, 350, 1, 137, 1, 0, 0 0] 136749->136857 136751 Community Area <= 9.0 gini = 0.843 samples = 1739 value = [62, 430, 24, 4, 255, 172, 100, 10, 129, 26, 19 398, 7, 7, 0, 3, 47, 30, 0, 16, 0, 0, 0, 0] 136750->136751 136800 Hour <= 1.5 gini = 0.798 samples = 1893 value = [84, 215, 52, 1, 64, 140, 23, 9, 214, 6, 90, 760 34, 36, 1, 4, 82, 43, 0, 33, 2, 0, 0, 0] 136750->136800 136752 Year <= 2007.5 gini = 0.828 samples = 781 value = [13, 156, 10, 1, 186, 48, 47, 2, 83, 2, 9, 183 2, 3, 0, 3, 16, 10, 0, 7, 0, 0, 0, 0] 136751->136752 136771 Year <= 2007.5 gini = 0.835 samples = 958 value = [49, 274, 14, 3, 69, 124, 53, 8, 46, 24, 10, 215 5, 4, 0, 0, 31, 20, 0, 9, 0, 0, 0, 0] 136751->136771 136753 X Coordinate <= 1163965.0 gini = 0.815 samples = 313 value = [7, 46, 3, 0, 104, 28, 13, 2, 29, 2, 5, 57, 1 3, 0, 0, 3, 6, 0, 4, 0, 0, 0, 0] 136752->136753 136760 Hour <= 1.5 gini = 0.82 samples = 468 value = [6, 110, 7, 1, 82, 20, 34, 0, 54, 0, 4, 126, 1 0, 0, 3, 13, 4, 0, 3, 0, 0, 0, 0] 136752->136760 136754 gini = 0.845 samples = 97 value = [3, 18, 2, 0, 18, 14, 6, 1, 5, 1, 3, 23, 0, 0 0, 0, 1, 0, 0, 2, 0, 0, 0, 0] 136753->136754 136755 Y Coordinate <= 1907869.0 gini = 0.781 samples = 216 value = [4, 28, 1, 0, 86, 14, 7, 1, 24, 1, 2, 34, 1 3, 0, 0, 2, 6, 0, 2, 0, 0, 0, 0] 136753->136755 136756 (...) 136755->136756 136757 (...) 136755->136757 136761 Y Coordinate <= 1926870.5 gini = 0.777 samples = 177 value = [2, 22, 4, 1, 25, 10, 9, 0, 21, 0, 1, 72, 1 0, 0, 2, 6, 0, 0, 1, 0, 0, 0, 0] 136760->136761 136764 Beat <= 1831.5 gini = 0.813 samples = 291 value = [4, 88, 3, 0, 57, 10, 25, 0, 33, 0, 3, 54, 0 0, 0, 1, 7, 4, 0, 2, 0, 0, 0, 0] 136760->136764 136762 (...) 136761->136762 136763 (...) 136761->136763 136765 (...) 136764->136765 136766 (...) 136764->136766 136772 Beat <= 2513.0 gini = 0.826 samples = 429 value = [32, 136, 3, 2, 32, 85, 24, 5, 14, 12, 5, 56, 1 0, 0, 0, 9, 9, 0, 4, 0, 0, 0, 0] 136771->136772 136785 Hour <= 1.5 gini = 0.82 samples = 529 value = [17, 138, 11, 1, 37, 39, 29, 3, 32, 12, 5, 159 4, 4, 0, 0, 22, 11, 0, 5, 0, 0, 0, 0] 136771->136785 136773 Beat <= 1421.5 gini = 0.832 samples = 273 value = [13, 72, 3, 1, 28, 68, 14, 4, 13, 6, 3, 35, 1 0, 0, 0, 7, 3, 0, 2, 0, 0, 0, 0] 136772->136773 136780 Hour <= 1.5 gini = 0.779 samples = 156 value = [19, 64, 0, 1, 4, 17, 10, 1, 1, 6, 2, 21, 0 0, 0, 0, 2, 6, 0, 2, 0, 0, 0, 0] 136772->136780 136774 (...) 136773->136774 136775 (...) 136773->136775 136781 (...) 136780->136781 136782 (...) 136780->136782 136786 X Coordinate <= 1150298.0 gini = 0.795 samples = 226 value = [11, 42, 1, 1, 14, 11, 10, 1, 11, 4, 1, 88, 2 4, 0, 0, 15, 6, 0, 4, 0, 0, 0, 0] 136785->136786 136791 Year <= 2008.5 gini = 0.818 samples = 303 value = [6, 96, 10, 0, 23, 28, 19, 2, 21, 8, 4, 71, 2 0, 0, 0, 7, 5, 0, 1, 0, 0, 0, 0] 136785->136791 136787 (...) 136786->136787 136790 (...) 136786->136790 136792 (...) 136791->136792 136793 (...) 136791->136793 136801 Hour <= 0.5 gini = 0.71 samples = 978 value = [32, 77, 14, 0, 25, 61, 14, 4, 86, 3, 38, 503 21, 24, 0, 0, 48, 10, 0, 18, 0, 0, 0, 0] 136800->136801 136830 Beat <= 2011.5 gini = 0.858 samples = 915 value = [52, 138, 38, 1, 39, 79, 9, 5, 128, 3, 52, 257 13, 12, 1, 4, 34, 33, 0, 15, 2, 0, 0, 0] 136800->136830 136802 Month <= 10.5 gini = 0.661 samples = 616 value = [20, 45, 7, 0, 17, 26, 6, 2, 38, 3, 28, 348, 13 13, 0, 0, 36, 3, 0, 11, 0, 0, 0, 0] 136801->136802 136819 Year <= 2005.5 gini = 0.775 samples = 362 value = [12, 32, 7, 0, 8, 35, 8, 2, 48, 0, 10, 155, 8 11, 0, 0, 12, 7, 0, 7, 0, 0, 0, 0] 136801->136819 136803 Year <= 2005.5 gini = 0.642 samples = 553 value = [17, 43, 7, 0, 12, 24, 6, 1, 26, 3, 26, 322, 9 11, 0, 0, 34, 2, 0, 10, 0, 0, 0, 0] 136802->136803 136818 gini = 0.775 samples = 63 value = [3, 2, 0, 0, 5, 2, 0, 1, 12, 0, 2, 26, 4, 2 0, 0, 2, 1, 0, 1, 0, 0, 0, 0] 136802->136818 136804 (...) 136803->136804 136807 (...) 136803->136807 136820 gini = 0.854 samples = 75 value = [5, 12, 2, 0, 4, 7, 1, 1, 11, 0, 1, 20, 0, 0 0, 0, 7, 1, 0, 3, 0, 0, 0, 0] 136819->136820 136821 X Coordinate <= 1162549.5 gini = 0.742 samples = 287 value = [7, 20, 5, 0, 4, 28, 7, 1, 37, 0, 9, 135, 8 11, 0, 0, 5, 6, 0, 4, 0, 0, 0, 0] 136819->136821 136822 (...) 136821->136822 136827 (...) 136821->136827 136831 X Coordinate <= 1142177.0 gini = 0.866 samples = 563 value = [44, 103, 21, 0, 27, 36, 7, 5, 100, 1, 30, 124 10, 6, 0, 2, 13, 24, 0, 9, 1, 0, 0, 0] 136830->136831 136848 Y Coordinate <= 1915671.5 gini = 0.813 samples = 352 value = [8, 35, 17, 1, 12, 43, 2, 0, 28, 2, 22, 133, 3 6, 1, 2, 21, 9, 0, 6, 1, 0, 0, 0] 136830->136848 136832 Y Coordinate <= 1926136.5 gini = 0.857 samples = 108 value = [28, 18, 3, 0, 8, 3, 0, 1, 14, 0, 6, 14, 3, 3 0, 0, 2, 0, 0, 5, 0, 0, 0, 0] 136831->136832 136835 X Coordinate <= 1151894.5 gini = 0.854 samples = 455 value = [16, 85, 18, 0, 19, 33, 7, 4, 86, 1, 24, 110, 7 3, 0, 2, 11, 24, 0, 4, 1, 0, 0, 0] 136831->136835 136833 (...) 136832->136833 136834 (...) 136832->136834 136836 (...) 136835->136836 136837 (...) 136835->136837 136849 gini = 0.649 samples = 83 value = [0, 5, 1, 0, 2, 7, 0, 0, 3, 0, 9, 47, 0, 2 0, 0, 6, 1, 0, 0, 0, 0, 0, 0] 136848->136849 136850 Year <= 2010.5 gini = 0.846 samples = 269 value = [8, 30, 16, 1, 10, 36, 2, 0, 25, 2, 13, 86, 3 4, 1, 2, 15, 8, 0, 6, 1, 0, 0, 0] 136848->136850 136851 (...) 136850->136851 136856 (...) 136850->136856 136858 Beat <= 2412.5 gini = 0.78 samples = 1892 value = [37, 168, 12, 3, 47, 60, 13, 0, 375, 0, 151, 757 59, 28, 6, 0, 50, 72, 0, 54, 0, 0, 0, 0] 136857->136858 136919 Beat <= 2011.5 gini = 0.804 samples = 5476 value = [84, 540, 65, 13, 118, 212, 41, 0, 1943, 1, 499 1157, 172, 107, 6, 3, 152, 278, 1, 83, 1, 0, 0 0] 136857->136919 136859 X Coordinate <= 1174208.0 gini = 0.801 samples = 1433 value = [30, 147, 10, 3, 41, 52, 10, 0, 322, 0, 106, 508 47, 19, 3, 0, 36, 55, 0, 44, 0, 0, 0, 0] 136858->136859 136904 Beat <= 2522.5 gini = 0.676 samples = 459 value = [7, 21, 2, 0, 6, 8, 3, 0, 53, 0, 45, 249, 12 9, 3, 0, 14, 17, 0, 10, 0, 0, 0, 0] 136858->136904 136860 Community Area <= 3.5 gini = 0.797 samples = 1225 value = [27, 127, 10, 0, 34, 47, 10, 0, 243, 0, 88, 459 39, 14, 3, 0, 33, 47, 0, 44, 0, 0, 0, 0] 136859->136860 136899 Y Coordinate <= 1908348.5 gini = 0.778 samples = 208 value = [3, 20, 0, 3, 7, 5, 0, 0, 79, 0, 18, 49, 8, 5 0, 0, 3, 8, 0, 0, 0, 0, 0, 0] 136859->136899 136861 X Coordinate <= 1167956.0 gini = 0.707 samples = 247 value = [12, 16, 4, 0, 0, 4, 0, 0, 46, 0, 10, 122, 5 0, 0, 0, 7, 14, 0, 7, 0, 0, 0, 0] 136860->136861 136868 Ward <= 41.5 gini = 0.813 samples = 978 value = [15, 111, 6, 0, 34, 43, 10, 0, 197, 0, 78, 337 34, 14, 3, 0, 26, 33, 0, 37, 0, 0, 0, 0] 136860->136868 136862 (...) 136861->136862 136865 (...) 136861->136865 136869 (...) 136868->136869 136884 (...) 136868->136884 136900 Y Coordinate <= 1905700.5 gini = 0.785 samples = 153 value = [2, 14, 0, 0, 5, 1, 0, 0, 51, 0, 18, 42, 6, 4 0, 0, 2, 8, 0, 0, 0, 0, 0, 0] 136899->136900 136903 gini = 0.701 samples = 55 value = [1, 6, 0, 3, 2, 4, 0, 0, 28, 0, 0, 7, 2, 1 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 136899->136903 136901 (...) 136900->136901 136902 (...) 136900->136902 136905 Y Coordinate <= 1949686.5 gini = 0.729 samples = 352 value = [6, 18, 2, 0, 4, 8, 2, 0, 47, 0, 42, 169, 9 9, 1, 0, 11, 14, 0, 10, 0, 0, 0, 0] 136904->136905 136916 X Coordinate <= 1149538.0 gini = 0.433 samples = 107 value = [1, 3, 0, 0, 2, 0, 1, 0, 6, 0, 3, 80, 3, 0 2, 0, 3, 3, 0, 0, 0, 0, 0, 0] 136904->136916 136906 Y Coordinate <= 1917642.5 gini = 0.771 samples = 292 value = [6, 17, 2, 0, 4, 8, 0, 0, 44, 0, 39, 123, 7 8, 0, 0, 10, 14, 0, 10, 0, 0, 0, 0] 136905->136906 136915 gini = 0.404 samples = 60 value = [0, 1, 0, 0, 0, 0, 2, 0, 3, 0, 3, 46, 2, 1 1, 0, 1, 0, 0, 0, 0, 0, 0, 0] 136905->136915 136907 (...) 136906->136907 136910 (...) 136906->136910 136917 gini = 0.311 samples = 52 value = [1, 2, 0, 0, 2, 0, 0, 0, 1, 0, 0, 43, 1, 0 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 136916->136917 136918 gini = 0.53 samples = 55 value = [0, 1, 0, 0, 0, 0, 1, 0, 5, 0, 3, 37, 2, 0 2, 0, 1, 3, 0, 0, 0, 0, 0, 0] 136916->136918 136920 Hour <= 4.5 gini = 0.771 samples = 3542 value = [47, 361, 47, 10, 77, 140, 31, 0, 1489, 0, 315 594, 115, 79, 3, 0, 78, 109, 1, 46, 0, 0, 0, 0] 136919->136920 137021 Hour <= 5.5 gini = 0.83 samples = 1934 value = [37, 179, 18, 3, 41, 72, 10, 0, 454, 1, 184, 563 57, 28, 3, 3, 74, 169, 0, 37, 1, 0, 0, 0] 136919->137021 136921 X Coordinate <= 1173690.0 gini = 0.752 samples = 3029 value = [36, 272, 22, 7, 58, 131, 25, 0, 1351, 0, 267 505, 99, 72, 2, 0, 70, 67, 1, 44, 0, 0, 0, 0] 136920->136921 137006 Beat <= 1426.5 gini = 0.846 samples = 513 value = [11, 89, 25, 3, 19, 9, 6, 0, 138, 0, 48, 89, 16 7, 1, 0, 8, 42, 0, 2, 0, 0, 0, 0] 136920->137006 136922 Y Coordinate <= 1909588.0 gini = 0.779 samples = 2122 value = [32, 201, 19, 6, 42, 119, 20, 0, 862, 0, 194, 378 76, 39, 2, 0, 56, 31, 1, 44, 0, 0, 0, 0] 136921->136922 136981 Y Coordinate <= 1903310.5 gini = 0.673 samples = 907 value = [4, 71, 3, 1, 16, 12, 5, 0, 489, 0, 73, 127, 23 33, 0, 0, 14, 36, 0, 0, 0, 0, 0, 0] 136921->136981 136923 (...) 136922->136923 136926 (...) 136922->136926 136982 (...) 136981->136982 136983 (...) 136981->136983 137007 gini = 0.807 samples = 55 value = [2, 4, 3, 2, 1, 1, 0, 0, 5, 0, 5, 7, 0, 3 0, 0, 1, 21, 0, 0, 0, 0, 0, 0] 137006->137007 137008 Y Coordinate <= 1930917.0 gini = 0.832 samples = 458 value = [9, 85, 22, 1, 18, 8, 6, 0, 133, 0, 43, 82, 16 4, 1, 0, 7, 21, 0, 2, 0, 0, 0, 0] 137006->137008 137009 (...) 137008->137009 137020 (...) 137008->137020 137022 X Coordinate <= 1170304.0 gini = 0.821 samples = 1543 value = [28, 140, 14, 3, 33, 68, 8, 0, 401, 1, 148, 450 49, 26, 2, 2, 74, 61, 0, 35, 0, 0, 0, 0] 137021->137022 137069 Beat <= 2518.0 gini = 0.802 samples = 391 value = [9, 39, 4, 0, 8, 4, 2, 0, 53, 0, 36, 113, 8 2, 1, 1, 0, 108, 0, 2, 1, 0, 0, 0] 137021->137069 137023 Beat <= 2027.5 gini = 0.817 samples = 1354 value = [27, 107, 10, 3, 26, 61, 7, 0, 334, 1, 128, 423 43, 25, 2, 2, 68, 54, 0, 33, 0, 0, 0, 0] 137022->137023 137064 Year <= 2008.5 gini = 0.805 samples = 189 value = [1, 33, 4, 0, 7, 7, 1, 0, 67, 0, 20, 27, 6, 1 0, 0, 6, 7, 0, 2, 0, 0, 0, 0] 137022->137064 137024 (...) 137023->137024 137025 (...) 137023->137025 137065 (...) 137064->137065 137068 (...) 137064->137068 137070 Y Coordinate <= 1928629.5 gini = 0.776 samples = 256 value = [9, 28, 4, 0, 8, 4, 2, 0, 39, 0, 30, 105, 8 2, 1, 0, 0, 15, 0, 0, 1, 0, 0, 0] 137069->137070 137075 Year <= 2006.5 gini = 0.502 samples = 135 value = [0, 11, 0, 0, 0, 0, 0, 0, 14, 0, 6, 8, 0, 0 0, 1, 0, 93, 0, 2, 0, 0, 0, 0] 137069->137075 137071 (...) 137070->137071 137072 (...) 137070->137072 137076 (...) 137075->137076 137077 (...) 137075->137077 137079 Community Area <= 29.5 gini = 0.617 samples = 17108 value = [269, 962, 78, 11, 176, 377, 147, 56, 1267, 39, 561 10346, 315, 170, 266, 9, 868, 1036, 3, 150, 2, 0 0, 0] 137078->137079 137600 Y Coordinate <= 1889928.0 gini = 0.79 samples = 19734 value = [404, 1686, 189, 21, 419, 614, 530, 81, 2858, 50 1163, 8037, 412, 307, 205, 14, 1521, 1046, 7, 167 3, 0, 0, 0] 137078->137600 137080 Y Coordinate <= 1907548.5 gini = 0.553 samples = 13561 value = [208, 542, 45, 9, 95, 153, 81, 43, 876, 17, 380 8922, 158, 145, 266, 7, 660, 879, 1, 72, 2, 0, 0 0] 137079->137080 137497 X Coordinate <= 1153005.0 gini = 0.797 samples = 3547 value = [61, 420, 33, 2, 81, 224, 66, 13, 391, 22, 181 1424, 157, 25, 0, 2, 208, 157, 2, 78, 0, 0, 0 0] 137079->137497 137081 Beat <= 1517.5 gini = 0.5 samples = 11681 value = [162, 424, 35, 8, 67, 111, 59, 33, 706, 12, 302 8170, 129, 124, 256, 6, 521, 503, 1, 50, 2, 0, 0 0] 137080->137081 137436 Hour <= 4.5 gini = 0.779 samples = 1880 value = [46, 118, 10, 1, 28, 42, 22, 10, 170, 5, 78, 752 29, 21, 10, 1, 139, 376, 0, 22, 0, 0, 0, 0] 137080->137436 137082 X Coordinate <= 1146824.5 gini = 0.552 samples = 7351 value = [103, 309, 30, 7, 38, 80, 44, 24, 469, 8, 219 4843, 80, 89, 153, 5, 349, 470, 0, 31, 0, 0, 0 0] 137081->137082 137305 Year <= 2010.5 gini = 0.403 samples = 4330 value = [59, 115, 5, 1, 29, 31, 15, 9, 237, 4, 83, 3327 49, 35, 103, 1, 172, 33, 1, 19, 2, 0, 0, 0] 137081->137305 137083 X Coordinate <= 1139106.0 gini = 0.709 samples = 1381 value = [18, 67, 9, 3, 12, 18, 7, 5, 87, 2, 53, 646, 18 22, 16, 0, 54, 343, 0, 1, 0, 0, 0, 0] 137082->137083 137124 Hour <= 6.5 gini = 0.495 samples = 5970 value = [85, 242, 21, 4, 26, 62, 37, 19, 382, 6, 166 4197, 62, 67, 137, 5, 295, 127, 0, 30, 0, 0, 0 0] 137082->137124 137084 (...) 137083->137084 137099 (...) 137083->137099 137125 (...) 137124->137125 137262 (...) 137124->137262 137306 Location Description <= 7.5 gini = 0.366 samples = 3634 value = [41, 88, 4, 1, 27, 27, 10, 8, 169, 3, 64, 2880 28, 16, 88, 0, 136, 28, 0, 14, 2, 0, 0, 0] 137305->137306 137415 Hour <= 0.5 gini = 0.57 samples = 696 value = [18, 27, 1, 0, 2, 4, 5, 1, 68, 1, 19, 447, 21 19, 15, 1, 36, 5, 1, 5, 0, 0, 0, 0] 137305->137415 137307 (...) 137306->137307 137310 (...) 137306->137310 137416 (...) 137415->137416 137423 (...) 137415->137423 137437 Location Description <= 7.5 gini = 0.722 samples = 1354 value = [43, 87, 7, 1, 25, 33, 16, 6, 143, 5, 60, 673 26, 20, 10, 1, 128, 48, 0, 22, 0, 0, 0, 0] 137436->137437 137480 Location Description <= 8.5 gini = 0.58 samples = 526 value = [3, 31, 3, 0, 3, 9, 6, 4, 27, 0, 18, 79, 3, 1 0, 0, 11, 328, 0, 0, 0, 0, 0, 0] 137436->137480 137438 Y Coordinate <= 1910301.5 gini = 0.852 samples = 235 value = [25, 37, 4, 1, 12, 14, 12, 3, 11, 5, 4, 71, 4 1, 0, 1, 19, 4, 0, 7, 0, 0, 0, 0] 137437->137438 137445 Hour <= 0.5 gini = 0.679 samples = 1119 value = [18, 50, 3, 0, 13, 19, 4, 3, 132, 0, 56, 602 22, 19, 10, 0, 109, 44, 0, 15, 0, 0, 0, 0] 137437->137445 137439 (...) 137438->137439 137442 (...) 137438->137442 137446 (...) 137445->137446 137463 (...) 137445->137463 137481 Y Coordinate <= 1910097.5 gini = 0.81 samples = 116 value = [1, 14, 2, 0, 3, 7, 4, 4, 5, 0, 4, 36, 0, 1 0, 0, 5, 30, 0, 0, 0, 0, 0, 0] 137480->137481 137484 X Coordinate <= 1139742.5 gini = 0.455 samples = 410 value = [2, 17, 1, 0, 0, 2, 2, 0, 22, 0, 14, 43, 3, 0 0, 0, 6, 298, 0, 0, 0, 0, 0, 0] 137480->137484 137482 (...) 137481->137482 137483 (...) 137481->137483 137485 (...) 137484->137485 137486 (...) 137484->137486 137498 Location Description <= 7.5 gini = 0.855 samples = 1619 value = [31, 238, 23, 1, 47, 149, 47, 4, 204, 13, 99, 468 63, 7, 0, 2, 102, 94, 2, 25, 0, 0, 0, 0] 137497->137498 137545 Hour <= 5.5 gini = 0.724 samples = 1928 value = [30, 182, 10, 1, 34, 75, 19, 9, 187, 9, 82, 956 94, 18, 0, 0, 106, 63, 0, 53, 0, 0, 0, 0] 137497->137545 137499 Year <= 2008.5 gini = 0.828 samples = 373 value = [14, 110, 11, 0, 13, 40, 39, 2, 20, 13, 2, 86 3, 1, 0, 0, 16, 0, 0, 3, 0, 0, 0, 0] 137498->137499 137510 Hour <= 3.5 gini = 0.846 samples = 1246 value = [17, 128, 12, 1, 34, 109, 8, 2, 184, 0, 97, 382 60, 6, 0, 2, 86, 94, 2, 22, 0, 0, 0, 0] 137498->137510 137500 Hour <= 3.5 gini = 0.805 samples = 245 value = [5, 89, 8, 0, 8, 30, 25, 1, 11, 12, 1, 41, 3 0, 0, 0, 11, 0, 0, 0, 0, 0, 0, 0] 137499->137500 137507 Beat <= 821.5 gini = 0.817 samples = 128 value = [9, 21, 3, 0, 5, 10, 14, 1, 9, 1, 1, 45, 0, 1 0, 0, 5, 0, 0, 3, 0, 0, 0, 0] 137499->137507 137501 (...) 137500->137501 137506 (...) 137500->137506 137508 (...) 137507->137508 137509 (...) 137507->137509 137511 Y Coordinate <= 1872904.5 gini = 0.832 samples = 962 value = [13, 86, 6, 1, 23, 97, 7, 2, 124, 0, 73, 325 54, 5, 0, 0, 75, 49, 1, 21, 0, 0, 0, 0] 137510->137511 137538 Y Coordinate <= 1870154.0 gini = 0.855 samples = 284 value = [4, 42, 6, 0, 11, 12, 1, 0, 60, 0, 24, 57, 6 1, 0, 2, 11, 45, 1, 1, 0, 0, 0, 0] 137510->137538 137512 (...) 137511->137512 137525 (...) 137511->137525 137539 (...) 137538->137539 137542 (...) 137538->137542 137546 Location Description <= 7.5 gini = 0.694 samples = 1740 value = [20, 145, 7, 1, 32, 71, 16, 3, 168, 9, 66, 918 91, 18, 0, 0, 104, 19, 0, 52, 0, 0, 0, 0] 137545->137546 137595 X Coordinate <= 1156735.5 gini = 0.843 samples = 188 value = [10, 37, 3, 0, 2, 4, 3, 6, 19, 0, 16, 38, 3 0, 0, 0, 2, 44, 0, 1, 0, 0, 0, 0] 137545->137595 137547 Y Coordinate <= 1861213.5 gini = 0.745 samples = 272 value = [5, 67, 0, 0, 3, 24, 13, 2, 7, 8, 4, 115, 3 0, 0, 0, 15, 3, 0, 3, 0, 0, 0, 0] 137546->137547 137554 Y Coordinate <= 1885002.5 gini = 0.674 samples = 1468 value = [15, 78, 7, 1, 29, 47, 3, 1, 161, 1, 62, 803 88, 18, 0, 0, 89, 16, 0, 49, 0, 0, 0, 0] 137546->137554 137548 (...) 137547->137548 137549 (...) 137547->137549 137555 (...) 137554->137555 137582 (...) 137554->137582 137596 Month <= 6.5 gini = 0.852 samples = 137 value = [10, 30, 2, 0, 2, 4, 3, 6, 15, 0, 16, 33, 3 0, 0, 0, 1, 11, 0, 1, 0, 0, 0, 0] 137595->137596 137599 gini = 0.546 samples = 51 value = [0, 7, 1, 0, 0, 0, 0, 0, 4, 0, 0, 5, 0, 0 0, 0, 1, 33, 0, 0, 0, 0, 0, 0] 137595->137599 137597 (...) 137596->137597 137598 (...) 137596->137598 137601 Hour <= 1.5 gini = 0.752 samples = 15292 value = [351, 1164, 144, 19, 251, 333, 354, 70, 1899, 41 863, 7044, 316, 258, 199, 13, 1334, 531, 5, 100, 3 0, 0, 0] 137600->137601 138066 Y Coordinate <= 1910466.5 gini = 0.862 samples = 4442 value = [53, 522, 45, 2, 168, 281, 176, 11, 959, 9, 300 993, 96, 49, 6, 1, 187, 515, 2, 67, 0, 0, 0, 0] 137600->138066 137602 Year <= 2012.5 gini = 0.68 samples = 8282 value = [217, 374, 42, 11, 108, 121, 143, 21, 854, 9, 366 4472, 162, 144, 157, 4, 858, 150, 1, 66, 2, 0, 0 0] 137601->137602 137851 Location Description <= 8.5 gini = 0.814 samples = 7010 value = [134, 790, 102, 8, 143, 212, 211, 49, 1045, 32, 497 2572, 154, 114, 42, 9, 476, 381, 4, 34, 1, 0, 0 0] 137601->137851 137603 Hour <= 0.5 gini = 0.658 samples = 7441 value = [155, 306, 37, 11, 95, 104, 131, 20, 744, 9, 306 4183, 130, 105, 145, 3, 761, 131, 1, 62, 2, 0, 0 0] 137602->137603 137826 Year <= 2014.5 gini = 0.829 samples = 841 value = [62, 68, 5, 0, 13, 17, 12, 1, 110, 0, 60, 289 32, 39, 12, 1, 97, 19, 0, 4, 0, 0, 0, 0] 137602->137826 137604 Community Area <= 53.5 gini = 0.606 samples = 4508 value = [77, 149, 24, 7, 49, 65, 63, 4, 368, 3, 156, 2753 73, 56, 103, 2, 444, 71, 1, 39, 1, 0, 0, 0] 137603->137604 137737 Year <= 2004.5 gini = 0.726 samples = 2933 value = [78, 157, 13, 4, 46, 39, 68, 16, 376, 6, 150 1430, 57, 49, 42, 1, 317, 60, 0, 23, 1, 0, 0 0] 137603->137737 137605 (...) 137604->137605 137674 (...) 137604->137674 137738 (...) 137737->137738 137747 (...) 137737->137747 137827 Location Description <= 8.5 gini = 0.786 samples = 499 value = [21, 37, 4, 0, 10, 8, 9, 1, 59, 0, 36, 208, 18 21, 6, 1, 49, 7, 0, 4, 0, 0, 0, 0] 137826->137827 137842 Location Description <= 7.5 gini = 0.868 samples = 342 value = [41, 31, 1, 0, 3, 9, 3, 0, 51, 0, 24, 81, 14 18, 6, 0, 48, 12, 0, 0, 0, 0, 0, 0] 137826->137842 137828 (...) 137827->137828 137831 (...) 137827->137831 137843 (...) 137842->137843 137844 (...) 137842->137844 137852 Location Description <= 7.5 gini = 0.835 samples = 2573 value = [67, 465, 74, 7, 82, 125, 148, 49, 194, 27, 77 848, 33, 33, 6, 3, 183, 142, 1, 9, 0, 0, 0, 0] 137851->137852 137933 Hour <= 7.5 gini = 0.788 samples = 4437 value = [67, 325, 28, 1, 61, 87, 63, 0, 851, 5, 420, 1724 121, 81, 36, 6, 293, 239, 3, 25, 1, 0, 0, 0] 137851->137933 137853 Hour <= 7.5 gini = 0.824 samples = 1218 value = [37, 289, 32, 5, 39, 61, 124, 34, 70, 26, 17, 378 3, 13, 0, 0, 69, 17, 0, 4, 0, 0, 0, 0] 137852->137853 137892 Hour <= 4.5 gini = 0.831 samples = 1355 value = [30, 176, 42, 2, 43, 64, 24, 15, 124, 1, 60, 470 30, 20, 6, 3, 114, 125, 1, 5, 0, 0, 0, 0] 137852->137892 137854 (...) 137853->137854 137887 (...) 137853->137887 137893 (...) 137892->137893 137918 (...) 137892->137918 137934 Year <= 2010.5 gini = 0.805 samples = 3617 value = [46, 285, 24, 1, 54, 81, 51, 0, 715, 5, 347, 1299 105, 73, 30, 2, 276, 198, 1, 24, 0, 0, 0, 0] 137933->137934 138041 X Coordinate <= 1163264.5 gini = 0.689 samples = 820 value = [21, 40, 4, 0, 7, 6, 12, 0, 136, 0, 73, 425, 16 8, 6, 4, 17, 41, 2, 1, 1, 0, 0, 0] 137933->138041 137935 (...) 137934->137935 138018 (...) 137934->138018 138042 (...) 138041->138042 138043 (...) 138041->138043 138067 Location Description <= 7.5 gini = 0.858 samples = 3275 value = [41, 430, 34, 2, 140, 229, 165, 11, 720, 8, 246 780, 85, 43, 6, 0, 159, 123, 2, 51, 0, 0, 0, 0] 138066->138067 138166 Y Coordinate <= 1911031.5 gini = 0.8 samples = 1167 value = [12, 92, 11, 0, 28, 52, 11, 0, 239, 1, 54, 213 11, 6, 0, 1, 28, 392, 0, 16, 0, 0, 0, 0] 138066->138166 138068 Beat <= 131.5 gini = 0.852 samples = 643 value = [6, 152, 8, 1, 74, 57, 125, 9, 43, 7, 14, 101 0, 4, 0, 0, 36, 3, 0, 3, 0, 0, 0, 0] 138067->138068 138085 X Coordinate <= 1162509.5 gini = 0.837 samples = 2632 value = [35, 278, 26, 1, 66, 172, 40, 2, 677, 1, 232, 679 85, 39, 6, 0, 123, 120, 2, 48, 0, 0, 0, 0] 138067->138085 138069 X Coordinate <= 1172574.5 gini = 0.773 samples = 163 value = [2, 18, 0, 0, 18, 6, 68, 0, 21, 0, 7, 13, 0 2, 0, 0, 8, 0, 0, 0, 0, 0, 0, 0] 138068->138069 138072 Y Coordinate <= 1899577.0 gini = 0.843 samples = 480 value = [4, 134, 8, 1, 56, 51, 57, 9, 22, 7, 7, 88, 0 2, 0, 0, 28, 3, 0, 3, 0, 0, 0, 0] 138068->138072 138070 (...) 138069->138070 138071 (...) 138069->138071 138073 (...) 138072->138073 138078 (...) 138072->138078 138086 Hour <= 4.5 gini = 0.792 samples = 895 value = [8, 79, 13, 0, 21, 34, 7, 0, 122, 0, 50, 357 22, 7, 3, 0, 57, 97, 0, 18, 0, 0, 0, 0] 138085->138086 138113 Location Description <= 8.5 gini = 0.828 samples = 1737 value = [27, 199, 13, 1, 45, 138, 33, 2, 555, 1, 182, 322 63, 32, 3, 0, 66, 23, 2, 30, 0, 0, 0, 0] 138085->138113 138087 (...) 138086->138087 138108 (...) 138086->138108 138114 (...) 138113->138114 138121 (...) 138113->138121 138167 X Coordinate <= 1163201.5 gini = 0.657 samples = 699 value = [4, 20, 6, 0, 7, 31, 4, 0, 132, 0, 14, 87, 4 4, 0, 1, 7, 375, 0, 3, 0, 0, 0, 0] 138166->138167 138186 Y Coordinate <= 1940783.0 gini = 0.835 samples = 468 value = [8, 72, 5, 0, 21, 21, 7, 0, 107, 1, 40, 126, 7 2, 0, 0, 21, 17, 0, 13, 0, 0, 0, 0] 138166->138186 138168 X Coordinate <= 1161065.5 gini = 0.793 samples = 327 value = [3, 15, 6, 0, 3, 26, 2, 0, 105, 0, 12, 66, 3 3, 0, 1, 6, 75, 0, 1, 0, 0, 0, 0] 138167->138168 138177 Location Description <= 8.5 gini = 0.341 samples = 372 value = [1, 5, 0, 0, 4, 5, 2, 0, 27, 0, 2, 21, 1, 1 0, 0, 1, 300, 0, 2, 0, 0, 0, 0] 138167->138177 138169 (...) 138168->138169 138172 (...) 138168->138172 138178 (...) 138177->138178 138179 (...) 138177->138179 138187 Y Coordinate <= 1936592.5 gini = 0.832 samples = 359 value = [8, 53, 3, 0, 13, 18, 7, 0, 64, 0, 29, 112, 7 0, 0, 0, 20, 17, 0, 8, 0, 0, 0, 0] 138186->138187 138196 X Coordinate <= 1167152.5 gini = 0.778 samples = 109 value = [0, 19, 2, 0, 8, 3, 0, 0, 43, 1, 11, 14, 0, 2 0, 0, 1, 0, 0, 5, 0, 0, 0, 0] 138186->138196 138188 (...) 138187->138188 138191 (...) 138187->138191 138197 (...) 138196->138197 138198 (...) 138196->138198 138200 Community Area <= 3.5 gini = 0.675 samples = 42093 value = [1349, 2680, 409, 45, 1029, 940, 566, 32, 4553, 26 2573, 23066, 1303, 358, 152, 30, 1278, 859, 18, 815 12, 0, 0, 0] 138199->138200 139489 Community Area <= 29.5 gini = 0.462 samples = 265207 value = [6426, 7376, 676, 120, 1689, 1861, 3059, 222, 13996 96, 8446, 193038, 5674, 1975, 7327, 61, 8491, 2660 42, 1960, 12, 0, 0, 0] 138199->139489 138201 Hour <= 14.5 gini = 0.531 samples = 15265 value = [390, 690, 124, 9, 273, 127, 117, 4, 1191, 4, 702 10311, 265, 125, 80, 6, 342, 293, 4, 205, 3, 0 0, 0] 138200->138201 138660 Ward <= 40.5 gini = 0.741 samples = 26828 value = [959, 1990, 285, 36, 756, 813, 449, 28, 3362, 22 1871, 12755, 1038, 233, 72, 24, 936, 566, 14, 610 9, 0, 0, 0] 138200->138660 138202 X Coordinate <= 1159479.0 gini = 0.45 samples = 5158 value = [107, 193, 48, 1, 101, 30, 46, 2, 315, 0, 220 3794, 49, 33, 14, 1, 108, 63, 1, 31, 1, 0, 0 0] 138201->138202 138355 Year <= 2014.5 gini = 0.569 samples = 10107 value = [283, 497, 76, 8, 172, 97, 71, 2, 876, 4, 482 6517, 216, 92, 66, 5, 234, 230, 3, 174, 2, 0, 0 0] 138201->138355 138203 Y Coordinate <= 1944177.5 gini = 0.673 samples = 378 value = [4, 30, 8, 1, 17, 6, 5, 0, 38, 0, 30, 207, 5 6, 0, 0, 10, 9, 0, 2, 0, 0, 0, 0] 138202->138203 138214 Location Description <= 7.5 gini = 0.429 samples = 4780 value = [103, 163, 40, 0, 84, 24, 41, 2, 277, 0, 190 3587, 44, 27, 14, 1, 98, 54, 1, 29, 1, 0, 0, 0] 138202->138214 138204 Hour <= 10.5 gini = 0.622 samples = 305 value = [4, 22, 5, 1, 11, 3, 4, 0, 30, 0, 16, 182, 4 6, 0, 0, 7, 8, 0, 2, 0, 0, 0, 0] 138203->138204 138213 gini = 0.81 samples = 73 value = [0, 8, 3, 0, 6, 3, 1, 0, 8, 0, 14, 25, 1, 0 0, 0, 3, 1, 0, 0, 0, 0, 0, 0] 138203->138213 138205 gini = 0.763 samples = 54 value = [2, 5, 0, 0, 6, 0, 1, 0, 8, 0, 5, 23, 0, 1 0, 0, 1, 2, 0, 0, 0, 0, 0, 0] 138204->138205 138206 Y Coordinate <= 1939248.0 gini = 0.582 samples = 251 value = [2, 17, 5, 1, 5, 3, 3, 0, 22, 0, 11, 159, 4 5, 0, 0, 6, 6, 0, 2, 0, 0, 0, 0] 138204->138206 138207 (...) 138206->138207 138208 (...) 138206->138208 138215 X Coordinate <= 1164172.0 gini = 0.681 samples = 140 value = [9, 11, 2, 0, 8, 4, 21, 2, 1, 0, 0, 74, 0, 1 0, 0, 6, 1, 0, 0, 0, 0, 0, 0] 138214->138215 138218 Hour <= 9.5 gini = 0.419 samples = 4640 value = [94, 152, 38, 0, 76, 20, 20, 0, 276, 0, 190, 3513 44, 26, 14, 1, 92, 53, 1, 29, 1, 0, 0, 0] 138214->138218 138216 gini = 0.775 samples = 51 value = [3, 5, 1, 0, 2, 3, 18, 0, 1, 0, 0, 14, 0, 0 0, 0, 4, 0, 0, 0, 0, 0, 0, 0] 138215->138216 138217 gini = 0.529 samples = 89 value = [6, 6, 1, 0, 6, 1, 3, 2, 0, 0, 0, 60, 0, 1 0, 0, 2, 1, 0, 0, 0, 0, 0, 0] 138215->138217 138219 Month <= 7.5 gini = 0.716 samples = 133 value = [4, 16, 4, 0, 6, 0, 2, 0, 14, 0, 10, 66, 1, 0 2, 0, 5, 2, 0, 0, 1, 0, 0, 0] 138218->138219 138222 Beat <= 2422.5 gini = 0.408 samples = 4507 value = [90, 136, 34, 0, 70, 20, 18, 0, 262, 0, 180, 3447 43, 26, 12, 1, 87, 51, 1, 29, 0, 0, 0, 0] 138218->138222 138220 (...) 138219->138220 138221 (...) 138219->138221 138223 (...) 138222->138223 138324 (...) 138222->138324 138356 Hour <= 18.5 gini = 0.558 samples = 9771 value = [250, 473, 75, 6, 165, 92, 63, 2, 824, 4, 452 6390, 201, 80, 65, 5, 220, 225, 3, 174, 2, 0, 0 0] 138355->138356 138651 Year <= 2015.5 gini = 0.804 samples = 336 value = [33, 24, 1, 2, 7, 5, 8, 0, 52, 0, 30, 127, 15 12, 1, 0, 14, 5, 0, 0, 0, 0, 0, 0] 138355->138651 138357 X Coordinate <= 1161212.0 gini = 0.615 samples = 2742 value = [79, 169, 24, 3, 52, 29, 15, 1, 348, 0, 148, 1643 63, 36, 9, 1, 59, 29, 3, 30, 1, 0, 0, 0] 138356->138357 138444 Y Coordinate <= 1950017.0 gini = 0.532 samples = 7029 value = [171, 304, 51, 3, 113, 63, 48, 1, 476, 4, 304 4747, 138, 44, 56, 4, 161, 196, 0, 144, 1, 0, 0 0] 138356->138444 138358 X Coordinate <= 1157835.0 gini = 0.769 samples = 362 value = [18, 38, 5, 2, 8, 10, 4, 1, 66, 0, 31, 151, 8 5, 0, 0, 11, 3, 0, 1, 0, 0, 0, 0] 138357->138358 138367 Hour <= 15.5 gini = 0.585 samples = 2380 value = [61, 131, 19, 1, 44, 19, 11, 0, 282, 0, 117, 1492 55, 31, 9, 1, 48, 26, 3, 29, 1, 0, 0, 0] 138357->138367 138359 (...) 138358->138359 138362 (...) 138358->138362 138368 (...) 138367->138368 138395 (...) 138367->138395 138445 X Coordinate <= 1165395.0 gini = 0.549 samples = 6104 value = [156, 288, 51, 3, 102, 59, 37, 1, 425, 4, 277 4043, 123, 37, 41, 4, 134, 184, 0, 134, 1, 0, 0 0] 138444->138445 138624 X Coordinate <= 1165259.5 gini = 0.414 samples = 925 value = [15, 16, 0, 0, 11, 4, 11, 0, 51, 0, 27, 704, 15 7, 15, 0, 27, 12, 0, 10, 0, 0, 0, 0] 138444->138624 138446 (...) 138445->138446 138515 (...) 138445->138515 138625 (...) 138624->138625 138650 (...) 138624->138650 138652 Location Description <= 8.5 gini = 0.745 samples = 203 value = [20, 7, 1, 1, 5, 2, 3, 0, 27, 0, 16, 94, 5, 8 1, 0, 9, 4, 0, 0, 0, 0, 0, 0] 138651->138652 138657 Beat <= 2412.5 gini = 0.856 samples = 133 value = [13, 17, 0, 1, 2, 3, 5, 0, 25, 0, 14, 33, 10 4, 0, 0, 5, 1, 0, 0, 0, 0, 0, 0] 138651->138657 138653 gini = 0.588 samples = 51 value = [0, 3, 0, 0, 2, 0, 1, 0, 3, 0, 1, 32, 3, 2 1, 0, 3, 0, 0, 0, 0, 0, 0, 0] 138652->138653 138654 Beat <= 1914.5 gini = 0.776 samples = 152 value = [20, 4, 1, 1, 3, 2, 2, 0, 24, 0, 15, 62, 2, 6 0, 0, 6, 4, 0, 0, 0, 0, 0, 0] 138652->138654 138655 (...) 138654->138655 138656 (...) 138654->138656 138658 gini = 0.79 samples = 70 value = [4, 9, 0, 0, 1, 1, 1, 0, 18, 0, 7, 23, 5, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 138657->138658 138659 gini = 0.893 samples = 63 value = [9, 8, 0, 1, 1, 2, 4, 0, 7, 0, 7, 10, 5, 4 0, 0, 4, 1, 0, 0, 0, 0, 0, 0] 138657->138659 138661 Y Coordinate <= 1909935.5 gini = 0.709 samples = 19516 value = [540, 1190, 181, 26, 413, 593, 303, 25, 2079, 20 1235, 10048, 782, 173, 63, 20, 798, 483, 7, 530, 7 0, 0, 0] 138660->138661 139258 Location Description <= 8.5 gini = 0.804 samples = 7312 value = [419, 800, 104, 10, 343, 220, 146, 3, 1283, 2, 636 2707, 256, 60, 9, 4, 138, 83, 7, 80, 2, 0, 0 0] 138660->139258 138662 X Coordinate <= 1173630.5 gini = 0.47 samples = 1282 value = [12, 63, 3, 0, 25, 11, 57, 1, 73, 0, 25, 925 12, 4, 34, 1, 24, 0, 0, 12, 0, 0, 0, 0] 138661->138662 138699 Location Description <= 8.5 gini = 0.722 samples = 18234 value = [528, 1127, 178, 26, 388, 582, 246, 24, 2006, 20 1210, 9123, 770, 169, 29, 19, 774, 483, 7, 518, 7 0, 0, 0] 138661->138699 138663 Year <= 2010.5 gini = 0.446 samples = 1165 value = [10, 39, 2, 0, 17, 7, 56, 1, 65, 0, 24, 860, 12 4, 34, 1, 23, 0, 0, 10, 0, 0, 0, 0] 138662->138663 138696 Month <= 7.5 gini = 0.638 samples = 117 value = [2, 24, 1, 0, 8, 4, 1, 0, 8, 0, 1, 65, 0, 0 0, 0, 1, 0, 0, 2, 0, 0, 0, 0] 138662->138696 138664 X Coordinate <= 1172477.5 gini = 0.393 samples = 949 value = [9, 21, 2, 0, 12, 4, 35, 1, 57, 0, 17, 735, 8 2, 26, 1, 9, 0, 0, 10, 0, 0, 0, 0] 138663->138664 138691 X Coordinate <= 1172518.0 gini = 0.64 samples = 216 value = [1, 18, 0, 0, 5, 3, 21, 0, 8, 0, 7, 125, 4, 2 8, 0, 14, 0, 0, 0, 0, 0, 0, 0] 138663->138691 138665 (...) 138664->138665 138674 (...) 138664->138674 138692 (...) 138691->138692 138693 (...) 138691->138693 138697 gini = 0.494 samples = 56 value = [2, 4, 0, 0, 4, 2, 0, 0, 5, 0, 0, 39, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 138696->138697 138698 gini = 0.701 samples = 61 value = [0, 20, 1, 0, 4, 2, 1, 0, 3, 0, 1, 26, 0, 0 0, 0, 1, 0, 0, 2, 0, 0, 0, 0] 138696->138698 138700 Location Description <= 7.5 gini = 0.678 samples = 5876 value = [232, 422, 76, 11, 137, 343, 162, 24, 376, 20, 275 3224, 100, 55, 3, 2, 264, 31, 1, 115, 3, 0, 0 0] 138699->138700 138883 X Coordinate <= 1162571.0 gini = 0.737 samples = 12358 value = [296, 705, 102, 15, 251, 239, 84, 0, 1630, 0, 935 5899, 670, 114, 26, 17, 510, 452, 6, 403, 4, 0 0, 0] 138699->138883 138701 Year <= 2006.5 gini = 0.756 samples = 1740 value = [119, 216, 23, 5, 58, 144, 122, 12, 74, 18, 31 790, 14, 13, 2, 1, 73, 9, 0, 14, 2, 0, 0, 0] 138700->138701 138754 Hour <= 19.5 gini = 0.635 samples = 4136 value = [113, 206, 53, 6, 79, 199, 40, 12, 302, 2, 244 2434, 86, 42, 1, 1, 191, 22, 1, 101, 1, 0, 0 0] 138700->138754 138702 (...) 138701->138702 138719 (...) 138701->138719 138755 (...) 138754->138755 138826 (...) 138754->138826 138884 Y Coordinate <= 1912713.0 gini = 0.732 samples = 12030 value = [285, 658, 101, 14, 226, 231, 79, 0, 1539, 0, 910 5823, 656, 114, 24, 17, 501, 452, 4, 392, 4, 0 0, 0] 138883->138884 139249 Beat <= 1927.5 gini = 0.831 samples = 328 value = [11, 47, 1, 1, 25, 8, 5, 0, 91, 0, 25, 76, 14 0, 2, 0, 9, 0, 2, 11, 0, 0, 0, 0] 138883->139249 138885 (...) 138884->138885 138908 (...) 138884->138908 139250 (...) 139249->139250 139255 (...) 139249->139255 139259 Location Description <= 7.5 gini = 0.737 samples = 2015 value = [54, 206, 40, 7, 131, 114, 88, 3, 167, 2, 115 969, 28, 5, 5, 4, 40, 7, 2, 28, 0, 0, 0, 0] 139258->139259 139322 Community Area <= 12.5 gini = 0.816 samples = 5297 value = [365, 594, 64, 3, 212, 106, 58, 0, 1116, 0, 521 1738, 228, 55, 4, 0, 98, 76, 5, 52, 2, 0, 0, 0] 139258->139322 139260 X Coordinate <= 1146227.5 gini = 0.831 samples = 617 value = [17, 86, 14, 6, 76, 48, 69, 1, 48, 2, 15, 202 2, 2, 1, 3, 15, 4, 0, 6, 0, 0, 0, 0] 139259->139260 139277 X Coordinate <= 1169035.5 gini = 0.673 samples = 1398 value = [37, 120, 26, 1, 55, 66, 19, 2, 119, 0, 100, 767 26, 3, 4, 1, 25, 3, 2, 22, 0, 0, 0, 0] 139259->139277 139261 Year <= 2009.5 gini = 0.82 samples = 201 value = [5, 15, 8, 4, 8, 30, 54, 1, 9, 1, 6, 54, 1, 0 0, 0, 2, 0, 0, 3, 0, 0, 0, 0] 139260->139261 139266 Ward <= 45.5 gini = 0.803 samples = 416 value = [12, 71, 6, 2, 68, 18, 15, 0, 39, 1, 9, 148, 1 2, 1, 3, 13, 4, 0, 3, 0, 0, 0, 0] 139260->139266 139262 (...) 139261->139262 139263 (...) 139261->139263 139267 (...) 139266->139267 139274 (...) 139266->139274 139278 Y Coordinate <= 1931306.0 gini = 0.762 samples = 742 value = [27, 62, 15, 1, 36, 45, 11, 1, 78, 0, 73, 332 13, 1, 4, 1, 18, 1, 2, 21, 0, 0, 0, 0] 139277->139278 139301 Beat <= 1817.5 gini = 0.544 samples = 656 value = [10, 58, 11, 0, 19, 21, 8, 1, 41, 0, 27, 435 13, 2, 0, 0, 7, 2, 0, 1, 0, 0, 0, 0] 139277->139301 139279 (...) 139278->139279 139294 (...) 139278->139294 139302 (...) 139301->139302 139303 (...) 139301->139303 139323 X Coordinate <= 1169234.5 gini = 0.825 samples = 4831 value = [356, 563, 62, 3, 197, 101, 56, 0, 1062, 0, 487 1465, 218, 55, 4, 0, 81, 72, 5, 42, 2, 0, 0, 0] 139322->139323 139476 X Coordinate <= 1140654.5 gini = 0.63 samples = 466 value = [9, 31, 2, 0, 15, 5, 2, 0, 54, 0, 34, 273, 10 0, 0, 0, 17, 4, 0, 10, 0, 0, 0, 0] 139322->139476 139324 X Coordinate <= 1165074.5 gini = 0.837 samples = 1836 value = [285, 144, 21, 0, 76, 50, 18, 0, 403, 0, 165, 488 93, 8, 1, 0, 39, 15, 4, 25, 1, 0, 0, 0] 139323->139324 139381 X Coordinate <= 1175430.0 gini = 0.809 samples = 2995 value = [71, 419, 41, 3, 121, 51, 38, 0, 659, 0, 322, 977 125, 47, 3, 0, 42, 57, 1, 17, 1, 0, 0, 0] 139323->139381 139325 (...) 139324->139325 139352 (...) 139324->139352 139382 (...) 139381->139382 139445 (...) 139381->139445 139477 gini = 0.733 samples = 80 value = [1, 9, 0, 0, 4, 1, 0, 0, 15, 0, 9, 36, 1, 0 0, 0, 2, 0, 0, 2, 0, 0, 0, 0] 139476->139477 139478 Beat <= 1716.5 gini = 0.601 samples = 386 value = [8, 22, 2, 0, 11, 4, 2, 0, 39, 0, 25, 237, 9 0, 0, 0, 15, 4, 0, 8, 0, 0, 0, 0] 139476->139478 139479 (...) 139478->139479 139488 (...) 139478->139488 139490 X Coordinate <= 1158634.5 gini = 0.33 samples = 126667 value = [2248, 2218, 189, 46, 536, 580, 1012, 68, 4173, 22 2288, 103397, 1255, 747, 3941, 14, 1960, 1336, 8 624, 5, 0, 0, 0] 139489->139490 143251 Y Coordinate <= 1882303.5 gini = 0.568 samples = 138540 value = [4178, 5158, 487, 74, 1153, 1281, 2047, 154, 9823, 74 6158, 89641, 4419, 1228, 3386, 47, 6531, 1324, 34 1336, 7, 0, 0, 0] 139489->143251 139491 Y Coordinate <= 1908205.5 gini = 0.295 samples = 117617 value = [2033, 1441, 126, 36, 357, 394, 397, 58, 3366, 18 1834, 98528, 1097, 700, 3887, 13, 1740, 1092, 7, 490 3, 0, 0, 0] 139490->139491 142980 Location Description <= 7.5 gini = 0.685 samples = 9050 value = [215, 777, 63, 10, 179, 186, 615, 10, 807, 4, 454 4869, 158, 47, 54, 1, 220, 244, 1, 134, 2, 0, 0 0] 139490->142980 139492 Hour <= 14.5 gini = 0.272 samples = 107783 value = [1762, 1200, 96, 27, 261, 276, 313, 55, 2876, 11 1511, 91805, 906, 572, 3646, 12, 1450, 654, 4, 343 3, 0, 0, 0] 139491->139492 142687 Beat <= 2533.5 gini = 0.523 samples = 9834 value = [271, 241, 30, 9, 96, 118, 84, 3, 490, 7, 323 6723, 191, 128, 241, 1, 290, 438, 3, 147, 0, 0 0, 0] 139491->142687 139493 Year <= 2013.5 gini = 0.208 samples = 42400 value = [691, 414, 33, 12, 95, 74, 100, 13, 799, 4, 422 37696, 224, 182, 1087, 5, 288, 215, 0, 45, 1, 0 0, 0] 139492->139493 140700 Month <= 3.5 gini = 0.311 samples = 65383 value = [1071, 786, 63, 15, 166, 202, 213, 42, 2077, 7 1089, 54109, 682, 390, 2559, 7, 1162, 439, 4, 298 2, 0, 0, 0] 139492->140700 139494 Month <= 3.5 gini = 0.195 samples = 38005 value = [510, 383, 31, 7, 89, 66, 76, 13, 692, 4, 360 34061, 148, 131, 995, 4, 222, 167, 0, 45, 1, 0 0, 0] 139493->139494 140567 Beat <= 1113.5 gini = 0.312 samples = 4395 value = [181, 31, 2, 5, 6, 8, 24, 0, 107, 0, 62, 3635 76, 51, 92, 1, 66, 48, 0, 0, 0, 0, 0, 0] 139493->140567 139495 (...) 139494->139495 139728 (...) 139494->139728 140568 (...) 140567->140568 140601 (...) 140567->140601 140701 Year <= 2015.5 gini = 0.222 samples = 15189 value = [250, 170, 15, 2, 39, 28, 32, 12, 350, 4, 182 13384, 121, 79, 160, 3, 219, 71, 0, 66, 2, 0, 0 0] 140700->140701 141148 Month <= 10.5 gini = 0.337 samples = 50194 value = [821, 616, 48, 13, 127, 174, 181, 30, 1727, 3, 907 40725, 561, 311, 2399, 4, 943, 368, 4, 232, 0, 0 0, 0] 140700->141148 140702 (...) 140701->140702 141139 (...) 140701->141139 141149 (...) 141148->141149 142392 (...) 141148->142392 142688 Year <= 2014.5 gini = 0.485 samples = 7684 value = [196, 178, 21, 8, 64, 89, 68, 1, 362, 5, 247 5476, 138, 101, 228, 1, 209, 179, 3, 110, 0, 0 0, 0] 142687->142688 142917 Y Coordinate <= 1909294.0 gini = 0.639 samples = 2150 value = [75, 63, 9, 1, 32, 29, 16, 2, 128, 2, 76, 1247 53, 27, 13, 0, 81, 259, 0, 37, 0, 0, 0, 0] 142687->142917 142689 Hour <= 14.5 gini = 0.472 samples = 7367 value = [145, 171, 21, 8, 60, 85, 66, 1, 341, 5, 231 5315, 128, 94, 218, 1, 190, 174, 3, 110, 0, 0, 0 0] 142688->142689 142908 Year <= 2015.5 gini = 0.702 samples = 317 value = [51, 7, 0, 0, 4, 4, 2, 0, 21, 0, 16, 161, 10 7, 10, 0, 19, 5, 0, 0, 0, 0, 0, 0] 142688->142908 142690 (...) 142689->142690 142763 (...) 142689->142763 142909 (...) 142908->142909 142914 (...) 142908->142914 142918 Year <= 2010.5 gini = 0.443 samples = 1046 value = [30, 18, 1, 1, 10, 9, 5, 0, 45, 2, 28, 776, 10 11, 13, 0, 33, 44, 0, 10, 0, 0, 0, 0] 142917->142918 142949 Hour <= 14.5 gini = 0.764 samples = 1104 value = [45, 45, 8, 0, 22, 20, 11, 2, 83, 0, 48, 471 43, 16, 0, 0, 48, 215, 0, 27, 0, 0, 0, 0] 142917->142949 142919 (...) 142918->142919 142940 (...) 142918->142940 142950 (...) 142949->142950 142959 (...) 142949->142959 142981 Ward <= 37.0 gini = 0.765 samples = 1720 value = [54, 235, 12, 5, 56, 52, 531, 10, 80, 2, 33, 582 9, 2, 0, 0, 40, 14, 0, 3, 0, 0, 0, 0] 142980->142981 143030 Beat <= 1423.5 gini = 0.636 samples = 7330 value = [161, 542, 51, 5, 123, 134, 84, 0, 727, 2, 421 4287, 149, 45, 54, 1, 180, 230, 1, 131, 2, 0, 0 0] 142980->143030 142982 Y Coordinate <= 1899227.5 gini = 0.763 samples = 1472 value = [51, 226, 9, 5, 46, 46, 356, 10, 64, 2, 23, 567 9, 2, 0, 0, 39, 14, 0, 3, 0, 0, 0, 0] 142981->142982 143025 Year <= 2010.5 gini = 0.489 samples = 248 value = [3, 9, 3, 0, 10, 6, 175, 0, 16, 0, 10, 15, 0 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 142981->143025 142983 X Coordinate <= 1172249.0 gini = 0.756 samples = 723 value = [27, 92, 6, 1, 16, 18, 291, 3, 40, 2, 16, 175 6, 1, 0, 0, 27, 0, 0, 2, 0, 0, 0, 0] 142982->142983 143004 Y Coordinate <= 1899244.5 gini = 0.681 samples = 749 value = [24, 134, 3, 4, 30, 28, 65, 7, 24, 0, 7, 392, 3 1, 0, 0, 12, 14, 0, 1, 0, 0, 0, 0] 142982->143004 142984 (...) 142983->142984 142991 (...) 142983->142991 143005 (...) 143004->143005 143010 (...) 143004->143010 143026 Hour <= 16.5 gini = 0.39 samples = 152 value = [2, 8, 3, 0, 4, 3, 118, 0, 7, 0, 5, 2, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 143025->143026 143029 gini = 0.612 samples = 96 value = [1, 1, 0, 0, 6, 3, 57, 0, 9, 0, 5, 13, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 143025->143029 143027 (...) 143026->143027 143028 (...) 143026->143028 143031 Beat <= 1331.5 gini = 0.595 samples = 6458 value = [143, 424, 41, 2, 111, 93, 77, 0, 614, 1, 325 4013, 136, 36, 52, 1, 153, 130, 1, 103, 2, 0, 0 0] 143030->143031 143228 Y Coordinate <= 1910525.0 gini = 0.836 samples = 872 value = [18, 118, 10, 3, 12, 41, 7, 0, 113, 1, 96, 274 13, 9, 2, 0, 27, 100, 0, 28, 0, 0, 0, 0] 143030->143228 143032 X Coordinate <= 1168608.5 gini = 0.66 samples = 4404 value = [104, 373, 38, 0, 90, 74, 68, 0, 510, 1, 255 2463, 105, 32, 38, 1, 112, 64, 0, 74, 2, 0, 0 0] 143031->143032 143165 Y Coordinate <= 1901199.5 gini = 0.424 samples = 2054 value = [39, 51, 3, 2, 21, 19, 9, 0, 104, 0, 70, 1550 31, 4, 14, 0, 41, 66, 1, 29, 0, 0, 0, 0] 143031->143165 143033 (...) 143032->143033 143144 (...) 143032->143144 143166 (...) 143165->143166 143199 (...) 143165->143199 143229 X Coordinate <= 1165544.0 gini = 0.821 samples = 541 value = [11, 82, 5, 1, 9, 31, 5, 0, 76, 1, 70, 180, 11 4, 2, 0, 22, 5, 0, 26, 0, 0, 0, 0] 143228->143229 143244 X Coordinate <= 1159666.0 gini = 0.804 samples = 331 value = [7, 36, 5, 2, 3, 10, 2, 0, 37, 0, 26, 94, 2 5, 0, 0, 5, 95, 0, 2, 0, 0, 0, 0] 143228->143244 143230 (...) 143229->143230 143241 (...) 143229->143241 143245 (...) 143244->143245 143246 (...) 143244->143246 143252 Year <= 2013.5 gini = 0.537 samples = 122959 value = [3429, 4146, 372, 55, 814, 869, 1814, 139, 8049, 60 5156, 82580, 2923, 1142, 3343, 37, 6003, 1226, 27 768, 7, 0, 0, 0] 143251->143252 146999 Beat <= 133.5 gini = 0.758 samples = 15581 value = [749, 1012, 115, 19, 339, 412, 233, 15, 1774, 14 1002, 7061, 1496, 86, 43, 10, 528, 98, 7, 568, 0 0, 0, 0] 143251->146999 143253 Hour <= 14.5 gini = 0.515 samples = 112010 value = [2373, 3700, 318, 44, 729, 786, 1657, 122, 7213, 57 4515, 77120, 2411, 814, 3152, 31, 5094, 1104, 24 739, 7, 0, 0, 0] 143252->143253 146668 Year <= 2015.5 gini = 0.72 samples = 10949 value = [1056, 446, 54, 11, 85, 83, 157, 17, 836, 3, 641 5460, 512, 328, 191, 6, 909, 122, 3, 29, 0, 0, 0 0] 143252->146668 143254 X Coordinate <= 1159618.5 gini = 0.416 samples = 36216 value = [570, 1180, 93, 11, 285, 162, 498, 30, 1612, 15 1214, 27534, 523, 209, 817, 10, 1035, 309, 10, 94 5, 0, 0, 0] 143253->143254 144351 Location Description <= 7.5 gini = 0.558 samples = 75794 value = [1803, 2520, 225, 33, 444, 624, 1159, 92, 5601, 42 3301, 49586, 1888, 605, 2335, 21, 4059, 795, 14, 645 2, 0, 0, 0] 143253->144351 143255 Hour <= 9.5 gini = 0.676 samples = 2238 value = [47, 147, 21, 3, 37, 39, 40, 2, 164, 2, 159, 1227 131, 12, 16, 0, 68, 112, 0, 10, 1, 0, 0, 0] 143254->143255 143322 Hour <= 9.5 gini = 0.395 samples = 33978 value = [523, 1033, 72, 8, 248, 123, 458, 28, 1448, 13 1055, 26307, 392, 197, 801, 10, 967, 197, 10, 84 4, 0, 0, 0] 143254->143322 143256 (...) 143255->143256 143259 (...) 143255->143259 143323 (...) 143322->143323 143366 (...) 143322->143366 144352 Year <= 2006.5 gini = 0.667 samples = 5848 value = [945, 385, 33, 7, 65, 115, 234, 75, 150, 32, 65 3173, 45, 33, 4, 0, 420, 49, 0, 18, 0, 0, 0, 0] 144351->144352 144519 Hour <= 18.5 gini = 0.545 samples = 69946 value = [858, 2135, 192, 26, 379, 509, 925, 17, 5451, 10 3236, 46413, 1843, 572, 2331, 21, 3639, 746, 14, 627 2, 0, 0, 0] 144351->144519 144353 (...) 144352->144353 144406 (...) 144352->144406 144520 (...) 144519->144520 145237 (...) 144519->145237 146669 Month <= 4.5 gini = 0.686 samples = 8945 value = [825, 341, 44, 9, 72, 62, 114, 11, 632, 2, 464 4800, 423, 248, 153, 6, 613, 100, 2, 24, 0, 0, 0 0] 146668->146669 146936 Location Description <= 7.5 gini = 0.831 samples = 2004 value = [231, 105, 10, 2, 13, 21, 43, 6, 204, 1, 177, 660 89, 80, 38, 0, 296, 22, 1, 5, 0, 0, 0, 0] 146668->146936 146670 Hour <= 18.5 gini = 0.624 samples = 2699 value = [228, 98, 8, 0, 25, 15, 37, 3, 165, 0, 117, 1607 116, 51, 18, 1, 181, 26, 0, 3, 0, 0, 0, 0] 146669->146670 146749 Year <= 2014.5 gini = 0.71 samples = 6246 value = [597, 243, 36, 9, 47, 47, 77, 8, 467, 2, 347 3193, 307, 197, 135, 5, 432, 74, 2, 21, 0, 0, 0 0] 146669->146749 146671 (...) 146670->146671 146714 (...) 146670->146714 146750 (...) 146749->146750 146857 (...) 146749->146857 146937 Beat <= 813.0 gini = 0.808 samples = 239 value = [69, 18, 0, 1, 3, 3, 11, 5, 7, 0, 3, 63, 0 18, 0, 0, 37, 0, 0, 1, 0, 0, 0, 0] 146936->146937 146944 Y Coordinate <= 1827208.0 gini = 0.826 samples = 1765 value = [162, 87, 10, 1, 10, 18, 32, 1, 197, 1, 174, 597 89, 62, 38, 0, 259, 22, 1, 4, 0, 0, 0, 0] 146936->146944 146938 (...) 146937->146938 146943 (...) 146937->146943 146945 (...) 146944->146945 146946 (...) 146944->146946 147000 Location Description <= 8.5 gini = 0.818 samples = 2358 value = [79, 294, 29, 7, 174, 44, 54, 1, 517, 0, 241, 743 74, 25, 2, 2, 37, 5, 0, 30, 0, 0, 0, 0] 146999->147000 147071 Ward <= 3.5 gini = 0.738 samples = 13223 value = [670, 718, 86, 12, 165, 368, 179, 14, 1257, 14, 761 6318, 1422, 61, 41, 8, 491, 93, 7, 538, 0, 0, 0 0] 146999->147071 147001 Location Description <= 7.5 gini = 0.723 samples = 430 value = [9, 62, 8, 0, 30, 13, 20, 1, 39, 0, 21, 209, 9 1, 1, 0, 5, 1, 0, 1, 0, 0, 0, 0] 147000->147001 147014 Year <= 2006.5 gini = 0.825 samples = 1928 value = [70, 232, 21, 7, 144, 31, 34, 0, 478, 0, 220, 534 65, 24, 1, 2, 32, 4, 0, 29, 0, 0, 0, 0] 147000->147014 147002 X Coordinate <= 1176247.5 gini = 0.817 samples = 177 value = [6, 30, 3, 0, 19, 10, 13, 0, 17, 0, 12, 61, 3 0, 1, 0, 2, 0, 0, 0, 0, 0, 0, 0] 147001->147002 147007 Year <= 2011.5 gini = 0.629 samples = 253 value = [3, 32, 5, 0, 11, 3, 7, 1, 22, 0, 9, 148, 6 1, 0, 0, 3, 1, 0, 1, 0, 0, 0, 0] 147001->147007 147003 (...) 147002->147003 147004 (...) 147002->147004 147008 (...) 147007->147008 147013 (...) 147007->147013 147015 X Coordinate <= 1176940.0 gini = 0.841 samples = 481 value = [23, 63, 8, 1, 70, 9, 12, 0, 127, 0, 54, 89, 3 7, 0, 1, 7, 1, 0, 6, 0, 0, 0, 0] 147014->147015 147028 Year <= 2013.5 gini = 0.813 samples = 1447 value = [47, 169, 13, 6, 74, 22, 22, 0, 351, 0, 166, 445 62, 17, 1, 1, 25, 3, 0, 23, 0, 0, 0, 0] 147014->147028 147016 (...) 147015->147016 147025 (...) 147015->147025 147029 (...) 147028->147029 147064 (...) 147028->147064 147072 Beat <= 2112.5 gini = 0.442 samples = 932 value = [12, 42, 2, 0, 21, 5, 32, 1, 52, 0, 34, 691, 7 5, 7, 1, 14, 3, 0, 3, 0, 0, 0, 0] 147071->147072 147099 Location Description <= 8.5 gini = 0.753 samples = 12291 value = [658, 676, 84, 12, 144, 363, 147, 13, 1205, 14, 727 5627, 1415, 56, 34, 7, 477, 90, 7, 535, 0, 0, 0 0] 147071->147099 147073 Location Description <= 8.5 gini = 0.509 samples = 679 value = [11, 35, 2, 0, 20, 5, 25, 1, 45, 0, 30, 470, 7 5, 7, 1, 11, 1, 0, 3, 0, 0, 0, 0] 147072->147073 147092 Y Coordinate <= 1885378.5 gini = 0.234 samples = 253 value = [1, 7, 0, 0, 1, 0, 7, 0, 7, 0, 4, 221, 0, 0 0, 0, 3, 2, 0, 0, 0, 0, 0, 0] 147072->147092 147074 (...) 147073->147074 147081 (...) 147073->147081 147093 (...) 147092->147093 147094 (...) 147092->147094 147100 Location Description <= 7.5 gini = 0.704 samples = 3193 value = [204, 258, 34, 6, 58, 156, 119, 13, 212, 14, 127 1666, 76, 14, 3, 0, 156, 14, 0, 63, 0, 0, 0, 0] 147099->147100 147197 Community Area <= 31.5 gini = 0.763 samples = 9098 value = [454, 418, 50, 6, 86, 207, 28, 0, 993, 0, 600 3961, 1339, 42, 31, 7, 321, 76, 7, 472, 0, 0, 0 0] 147099->147197 147101 (...) 147100->147101 147136 (...) 147100->147136 147198 (...) 147197->147198 147413 (...) 147197->147413 147471 Y Coordinate <= 1859307.5 gini = 0.559 samples = 48748 value = [5320, 921, 399, 1754, 32, 2191, 1083, 130, 31356, 88 5074, 59, 166, 16, 0, 34, 50, 1, 28, 2, 43, 1 0, 0] 147470->147471 148948 Location Description <= 1.5 gini = 0.475 samples = 80884 value = [6320, 1534, 448, 1991, 70, 3728, 704, 255, 57587 111, 7502, 148, 175, 27, 2, 74, 73, 2, 22, 5 105, 0, 1, 0] 147470->148948 147472 Hour <= 6.5 gini = 0.577 samples = 18259 value = [1625, 374, 135, 614, 18, 1014, 468, 69, 11467, 39 2287, 20, 72, 7, 0, 5, 26, 0, 5, 0, 14, 0, 0 0] 147471->147472 148019 Beat <= 1311.5 gini = 0.548 samples = 30489 value = [3695, 547, 264, 1140, 14, 1177, 615, 61, 19889, 49 2787, 39, 94, 9, 0, 29, 24, 1, 23, 2, 29, 1, 0 0] 147471->148019 147473 Hour <= 0.5 gini = 0.535 samples = 4768 value = [351, 57, 56, 105, 5, 337, 136, 14, 3174, 17, 484 3, 15, 1, 0, 0, 6, 0, 1, 0, 6, 0, 0, 0] 147472->147473 147618 Beat <= 831.5 gini = 0.59 samples = 13491 value = [1274, 317, 79, 509, 13, 677, 332, 55, 8293, 22 1803, 17, 57, 6, 0, 5, 20, 0, 4, 0, 8, 0, 0 0] 147472->147618 147474 Y Coordinate <= 1856895.5 gini = 0.601 samples = 1155 value = [102, 12, 23, 63, 4, 69, 23, 4, 702, 5, 140, 1 2, 1, 0, 0, 1, 0, 1, 0, 2, 0, 0, 0] 147473->147474 147507 Beat <= 2221.5 gini = 0.511 samples = 3613 value = [249, 45, 33, 42, 1, 268, 113, 10, 2472, 12, 344 2, 13, 0, 0, 0, 5, 0, 0, 0, 4, 0, 0, 0] 147473->147507 147475 Y Coordinate <= 1838124.0 gini = 0.614 samples = 1014 value = [93, 9, 19, 54, 4, 61, 21, 3, 602, 5, 135, 1, 2 1, 0, 0, 1, 0, 1, 0, 2, 0, 0, 0] 147474->147475 147504 Y Coordinate <= 1858086.0 gini = 0.483 samples = 141 value = [9, 3, 4, 9, 0, 8, 2, 1, 100, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147474->147504 147476 Community Area <= 49.5 gini = 0.557 samples = 445 value = [35, 4, 6, 20, 0, 29, 10, 1, 288, 3, 46, 1, 0 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 147475->147476 147487 Y Coordinate <= 1843378.0 gini = 0.653 samples = 569 value = [58, 5, 13, 34, 4, 32, 11, 2, 314, 2, 89, 0, 2 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147475->147487 147477 Beat <= 517.5 gini = 0.633 samples = 148 value = [8, 1, 3, 6, 0, 11, 4, 1, 84, 1, 27, 1, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 147476->147477 147480 Y Coordinate <= 1831093.5 gini = 0.509 samples = 297 value = [27, 3, 3, 14, 0, 18, 6, 0, 204, 2, 19, 0, 0 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 147476->147480 147478 gini = 0.551 samples = 89 value = [5, 1, 1, 4, 0, 5, 2, 0, 58, 1, 11, 1, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147477->147478 147479 gini = 0.715 samples = 59 value = [3, 0, 2, 2, 0, 6, 2, 1, 26, 0, 16, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 147477->147479 147481 Y Coordinate <= 1824337.5 gini = 0.548 samples = 207 value = [26, 3, 2, 8, 0, 10, 3, 0, 135, 2, 17, 0, 0 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 147480->147481 147486 gini = 0.398 samples = 90 value = [1, 0, 1, 6, 0, 8, 3, 0, 69, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147480->147486 147482 (...) 147481->147482 147483 (...) 147481->147483 147488 X Coordinate <= 1178951.0 gini = 0.778 samples = 100 value = [9, 3, 4, 10, 1, 8, 5, 0, 38, 0, 22, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147487->147488 147491 Beat <= 733.5 gini = 0.616 samples = 469 value = [49, 2, 9, 24, 3, 24, 6, 2, 276, 2, 67, 0, 2 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147487->147491 147489 gini = 0.733 samples = 50 value = [3, 2, 1, 2, 1, 8, 1, 0, 22, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147488->147489 147490 gini = 0.79 samples = 50 value = [6, 1, 3, 8, 0, 0, 4, 0, 16, 0, 12, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147488->147490 147492 X Coordinate <= 1184707.0 gini = 0.579 samples = 347 value = [34, 1, 6, 17, 3, 15, 5, 2, 217, 1, 43, 0, 1 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 147491->147492 147501 Month <= 5.5 gini = 0.703 samples = 122 value = [15, 1, 3, 7, 0, 9, 1, 0, 59, 1, 24, 0, 1, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 147491->147501 147493 (...) 147492->147493 147498 (...) 147492->147498 147502 (...) 147501->147502 147503 (...) 147501->147503 147505 gini = 0.371 samples = 80 value = [1, 1, 2, 6, 0, 2, 1, 1, 63, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147504->147505 147506 gini = 0.599 samples = 61 value = [8, 2, 2, 3, 0, 6, 1, 0, 37, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147504->147506 147508 X Coordinate <= 1198056.5 gini = 0.499 samples = 3198 value = [214, 42, 31, 40, 1, 213, 87, 9, 2220, 12, 310, 0 12, 0, 0, 0, 4, 0, 0, 0, 3, 0, 0, 0] 147507->147508 147607 Community Area <= 72.0 gini = 0.596 samples = 415 value = [35, 3, 2, 2, 0, 55, 26, 1, 252, 0, 34, 2, 1 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147507->147607 147509 X Coordinate <= 1158336.5 gini = 0.506 samples = 3057 value = [206, 40, 30, 38, 1, 210, 85, 9, 2103, 12, 304, 0 12, 0, 0, 0, 4, 0, 0, 0, 3, 0, 0, 0] 147508->147509 147604 Y Coordinate <= 1835092.0 gini = 0.305 samples = 141 value = [8, 2, 1, 2, 0, 3, 2, 0, 117, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147508->147604 147510 Hour <= 4.5 gini = 0.362 samples = 232 value = [11, 5, 3, 2, 0, 7, 3, 0, 184, 0, 17, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147509->147510 147515 Y Coordinate <= 1826282.5 gini = 0.517 samples = 2825 value = [195, 35, 27, 36, 1, 203, 82, 9, 1919, 12, 287, 0 12, 0, 0, 0, 4, 0, 0, 0, 3, 0, 0, 0] 147509->147515 147511 Y Coordinate <= 1852228.0 gini = 0.301 samples = 173 value = [4, 5, 1, 2, 0, 3, 3, 0, 144, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147510->147511 147514 gini = 0.51 samples = 59 value = [7, 0, 2, 0, 0, 4, 0, 0, 40, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147510->147514 147512 (...) 147511->147512 147513 (...) 147511->147513 147516 Year <= 2006.5 gini = 0.43 samples = 265 value = [26, 4, 1, 1, 0, 15, 3, 0, 197, 0, 16, 0, 0 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147515->147516 147523 Y Coordinate <= 1848262.0 gini = 0.525 samples = 2560 value = [169, 31, 26, 35, 1, 188, 79, 9, 1722, 12, 271, 0 12, 0, 0, 0, 3, 0, 0, 0, 2, 0, 0, 0] 147515->147523 147517 (...) 147516->147517 147518 (...) 147516->147518 147524 (...) 147523->147524 147561 (...) 147523->147561 147605 gini = 0.173 samples = 54 value = [3, 0, 0, 0, 0, 1, 0, 0, 49, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147604->147605 147606 gini = 0.38 samples = 87 value = [5, 2, 1, 2, 0, 2, 2, 0, 68, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147604->147606 147608 Y Coordinate <= 1836432.0 gini = 0.671 samples = 141 value = [14, 2, 2, 1, 0, 32, 9, 0, 72, 0, 7, 2, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147607->147608 147611 Year <= 2005.5 gini = 0.542 samples = 274 value = [21, 1, 0, 1, 0, 23, 17, 1, 180, 0, 27, 0, 1 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147607->147611 147609 gini = 0.55 samples = 64 value = [7, 1, 1, 0, 0, 10, 1, 0, 41, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147608->147609 147610 gini = 0.733 samples = 77 value = [7, 1, 1, 1, 0, 22, 8, 0, 31, 0, 4, 2, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147608->147610 147612 gini = 0.691 samples = 57 value = [5, 1, 0, 1, 0, 4, 4, 1, 29, 0, 10, 0, 0, 0 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147611->147612 147613 X Coordinate <= 1170407.0 gini = 0.493 samples = 217 value = [16, 0, 0, 0, 0, 19, 13, 0, 151, 0, 17, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147611->147613 147614 gini = 0.365 samples = 85 value = [3, 0, 0, 0, 0, 6, 1, 0, 67, 0, 7, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147613->147614 147615 Month <= 5.5 gini = 0.562 samples = 132 value = [13, 0, 0, 0, 0, 13, 12, 0, 84, 0, 10, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147613->147615 147616 (...) 147615->147616 147617 (...) 147615->147617 147619 Year <= 2008.5 gini = 0.579 samples = 10304 value = [880, 232, 58, 407, 9, 523, 233, 40, 6443, 21, 1370 13, 42, 4, 0, 4, 17, 0, 2, 0, 6, 0, 0, 0] 147618->147619 147924 X Coordinate <= 1166083.5 gini = 0.624 samples = 3187 value = [394, 85, 21, 102, 4, 154, 99, 15, 1850, 1, 433 4, 15, 2, 0, 1, 3, 0, 2, 0, 2, 0, 0, 0] 147618->147924 147620 Year <= 2003.5 gini = 0.579 samples = 5074 value = [446, 125, 28, 256, 5, 250, 128, 26, 3188, 14, 572 3, 20, 2, 0, 3, 3, 0, 2, 0, 3, 0, 0, 0] 147619->147620 147769 Year <= 2009.5 gini = 0.578 samples = 5230 value = [434, 107, 30, 151, 4, 273, 105, 14, 3255, 7, 798 10, 22, 2, 0, 1, 14, 0, 0, 0, 3, 0, 0, 0] 147619->147769 147621 Ward <= 19.5 gini = 0.626 samples = 1317 value = [156, 39, 10, 56, 1, 73, 20, 13, 764, 7, 173, 0 4, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 147620->147621 147660 X Coordinate <= 1185921.0 gini = 0.56 samples = 3757 value = [290, 86, 18, 200, 4, 177, 108, 13, 2424, 7, 399 3, 16, 2, 0, 2, 3, 0, 2, 0, 3, 0, 0, 0] 147620->147660 147622 Community Area <= 45.5 gini = 0.649 samples = 986 value = [136, 33, 10, 44, 1, 59, 17, 10, 549, 4, 121, 0 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147621->147622 147651 Hour <= 17.5 gini = 0.546 samples = 331 value = [20, 6, 0, 12, 0, 14, 3, 3, 215, 3, 52, 0, 2 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 147621->147651 147623 X Coordinate <= 1181990.0 gini = 0.649 samples = 243 value = [51, 6, 4, 10, 1, 12, 4, 1, 132, 1, 20, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147622->147623 147630 Beat <= 527.0 gini = 0.645 samples = 743 value = [85, 27, 6, 34, 0, 47, 13, 9, 417, 3, 101, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147622->147630 147624 (...) 147623->147624 147625 (...) 147623->147625 147631 (...) 147630->147631 147640 (...) 147630->147640 147652 Y Coordinate <= 1834642.0 gini = 0.604 samples = 177 value = [12, 2, 0, 7, 0, 8, 3, 2, 104, 0, 36, 0, 2, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 147651->147652 147657 Year <= 2002.5 gini = 0.463 samples = 154 value = [8, 4, 0, 5, 0, 6, 0, 1, 111, 3, 16, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147651->147657 147653 (...) 147652->147653 147656 (...) 147652->147656 147658 (...) 147657->147658 147659 (...) 147657->147659 147661 Y Coordinate <= 1845813.5 gini = 0.559 samples = 3109 value = [211, 76, 17, 133, 4, 165, 98, 13, 2008, 7, 353 3, 12, 2, 0, 1, 3, 0, 1, 0, 2, 0, 0, 0] 147660->147661 147752 Beat <= 332.5 gini = 0.556 samples = 648 value = [79, 10, 1, 67, 0, 12, 10, 0, 416, 0, 46, 0, 4 0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0] 147660->147752 147662 Hour <= 16.5 gini = 0.593 samples = 1526 value = [107, 40, 10, 61, 3, 95, 52, 7, 939, 5, 191, 2 7, 2, 0, 1, 2, 0, 0, 0, 2, 0, 0, 0] 147661->147662 147705 Community Area <= 70.0 gini = 0.524 samples = 1583 value = [104, 36, 7, 72, 1, 70, 46, 6, 1069, 2, 162, 1 5, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0] 147661->147705 147663 (...) 147662->147663 147682 (...) 147662->147682 147706 (...) 147705->147706 147739 (...) 147705->147739 147753 gini = 0.37 samples = 98 value = [3, 2, 0, 8, 0, 0, 0, 0, 77, 0, 6, 0, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147752->147753 147754 Beat <= 413.5 gini = 0.583 samples = 550 value = [76, 8, 1, 59, 0, 12, 10, 0, 339, 0, 40, 0, 2 0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0] 147752->147754 147755 (...) 147754->147755 147758 (...) 147754->147758 147770 Y Coordinate <= 1833008.0 gini = 0.626 samples = 1116 value = [114, 27, 5, 48, 0, 52, 29, 3, 642, 2, 184, 1 7, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 147769->147770 147803 Community Area <= 43.5 gini = 0.564 samples = 4114 value = [320, 80, 25, 103, 4, 221, 76, 11, 2613, 5, 614 9, 15, 2, 0, 1, 12, 0, 0, 0, 3, 0, 0, 0] 147769->147803 147771 Y Coordinate <= 1829150.0 gini = 0.632 samples = 278 value = [17, 8, 0, 7, 0, 8, 11, 0, 148, 0, 77, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147770->147771 147778 X Coordinate <= 1175986.5 gini = 0.617 samples = 838 value = [97, 19, 5, 41, 0, 44, 18, 3, 494, 2, 107, 1, 5 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 147770->147778 147772 Hour <= 19.5 gini = 0.626 samples = 215 value = [13, 8, 0, 5, 0, 8, 11, 0, 121, 0, 47, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147771->147772 147777 gini = 0.585 samples = 63 value = [4, 0, 0, 2, 0, 0, 0, 0, 27, 0, 30, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147771->147777 147773 (...) 147772->147773 147776 (...) 147772->147776 147779 Ward <= 17.5 gini = 0.705 samples = 246 value = [38, 5, 4, 9, 0, 19, 7, 0, 120, 2, 38, 1, 2 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 147778->147779 147786 X Coordinate <= 1177771.0 gini = 0.572 samples = 592 value = [59, 14, 1, 32, 0, 25, 11, 3, 374, 0, 69, 0, 3 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 147778->147786 147780 (...) 147779->147780 147783 (...) 147779->147783 147787 (...) 147786->147787 147788 (...) 147786->147788 147804 Month <= 8.5 gini = 0.641 samples = 263 value = [40, 11, 1, 9, 0, 12, 8, 2, 148, 1, 30, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 147803->147804 147811 Y Coordinate <= 1835066.0 gini = 0.558 samples = 3851 value = [280, 69, 24, 94, 4, 209, 68, 9, 2465, 4, 584, 9 15, 2, 0, 0, 12, 0, 0, 0, 3, 0, 0, 0] 147803->147811 147805 Month <= 5.5 gini = 0.596 samples = 181 value = [32, 8, 0, 4, 0, 7, 3, 2, 109, 1, 14, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 147804->147805 147810 gini = 0.714 samples = 82 value = [8, 3, 1, 5, 0, 5, 5, 0, 39, 0, 16, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147804->147810 147806 (...) 147805->147806 147809 (...) 147805->147809 147812 Year <= 2010.5 gini = 0.52 samples = 1164 value = [73, 13, 10, 25, 0, 61, 26, 2, 784, 1, 158, 3 4, 0, 0, 0, 3, 0, 0, 0, 1, 0, 0, 0] 147811->147812 147845 X Coordinate <= 1168589.0 gini = 0.573 samples = 2687 value = [207, 56, 14, 69, 4, 148, 42, 7, 1681, 3, 426, 6 11, 2, 0, 0, 9, 0, 0, 0, 2, 0, 0, 0] 147811->147845 147813 (...) 147812->147813 147818 (...) 147812->147818 147846 (...) 147845->147846 147857 (...) 147845->147857 147925 X Coordinate <= 1163245.0 gini = 0.605 samples = 1457 value = [231, 41, 10, 51, 2, 37, 35, 6, 866, 1, 166, 3 5, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 147924->147925 147968 Hour <= 7.5 gini = 0.636 samples = 1730 value = [163, 44, 11, 51, 2, 117, 64, 9, 984, 0, 267, 1 10, 1, 0, 0, 3, 0, 2, 0, 1, 0, 0, 0] 147924->147968 147926 Year <= 2008.5 gini = 0.592 samples = 1298 value = [195, 34, 10, 45, 2, 33, 32, 5, 790, 1, 140, 3 5, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 147925->147926 147963 X Coordinate <= 1165054.0 gini = 0.689 samples = 159 value = [36, 7, 0, 6, 0, 4, 3, 1, 76, 0, 26, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147925->147963 147927 Year <= 2007.5 gini = 0.614 samples = 708 value = [131, 22, 5, 26, 1, 14, 12, 1, 411, 1, 77, 1, 3 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 147926->147927 147948 Y Coordinate <= 1851534.0 gini = 0.56 samples = 590 value = [64, 12, 5, 19, 1, 19, 20, 4, 379, 0, 63, 2, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147926->147948 147928 Y Coordinate <= 1857558.5 gini = 0.592 samples = 582 value = [89, 20, 4, 23, 1, 13, 8, 1, 354, 1, 61, 1, 3 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 147927->147928 147945 X Coordinate <= 1155101.5 gini = 0.666 samples = 126 value = [42, 2, 1, 3, 0, 1, 4, 0, 57, 0, 16, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147927->147945 147929 (...) 147928->147929 147944 (...) 147928->147944 147946 (...) 147945->147946 147947 (...) 147945->147947 147949 Y Coordinate <= 1847629.0 gini = 0.612 samples = 300 value = [43, 7, 3, 10, 0, 9, 10, 0, 177, 0, 37, 2, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147948->147949 147956 Month <= 3.5 gini = 0.498 samples = 290 value = [21, 5, 2, 9, 1, 10, 10, 4, 202, 0, 26, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147948->147956 147950 (...) 147949->147950 147953 (...) 147949->147953 147957 (...) 147956->147957 147958 (...) 147956->147958 147964 gini = 0.75 samples = 57 value = [18, 6, 0, 0, 0, 2, 1, 1, 18, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147963->147964 147965 X Coordinate <= 1165622.5 gini = 0.62 samples = 102 value = [18, 1, 0, 6, 0, 2, 2, 0, 58, 0, 15, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147963->147965 147966 gini = 0.58 samples = 52 value = [4, 1, 0, 3, 0, 1, 2, 0, 32, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147965->147966 147967 gini = 0.633 samples = 50 value = [14, 0, 0, 3, 0, 1, 0, 0, 26, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147965->147967 147969 gini = 0.798 samples = 55 value = [3, 2, 4, 2, 0, 7, 8, 0, 20, 0, 8, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147968->147969 147970 Hour <= 17.5 gini = 0.629 samples = 1675 value = [160, 42, 7, 49, 2, 110, 56, 9, 964, 0, 259, 1 9, 1, 0, 0, 3, 0, 2, 0, 1, 0, 0, 0] 147968->147970 147971 Month <= 1.5 gini = 0.661 samples = 898 value = [98, 32, 3, 31, 2, 61, 31, 6, 487, 0, 141, 1, 3 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147970->147971 147996 X Coordinate <= 1172640.5 gini = 0.588 samples = 777 value = [62, 10, 4, 18, 0, 49, 25, 3, 477, 0, 118, 0, 6 1, 0, 0, 2, 0, 2, 0, 0, 0, 0, 0] 147970->147996 147972 gini = 0.739 samples = 81 value = [9, 3, 0, 2, 0, 4, 5, 1, 33, 0, 22, 0, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 147971->147972 147973 Year <= 2003.5 gini = 0.65 samples = 817 value = [89, 29, 3, 29, 2, 57, 26, 5, 454, 0, 119, 1, 1 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 147971->147973 147974 (...) 147973->147974 147975 (...) 147973->147975 147997 X Coordinate <= 1170804.5 gini = 0.593 samples = 500 value = [33, 9, 2, 12, 0, 26, 17, 0, 301, 0, 94, 0, 4 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 147996->147997 148012 X Coordinate <= 1174277.0 gini = 0.569 samples = 277 value = [29, 1, 2, 6, 0, 23, 8, 3, 176, 0, 24, 0, 2 0, 0, 0, 1, 0, 2, 0, 0, 0, 0, 0] 147996->148012 147998 (...) 147997->147998 148009 (...) 147997->148009 148013 (...) 148012->148013 148016 (...) 148012->148016 148020 X Coordinate <= 1172537.5 gini = 0.538 samples = 15983 value = [1662, 294, 157, 529, 8, 718, 295, 39, 10584, 32 1535, 20, 50, 6, 0, 10, 18, 1, 11, 1, 12, 1, 0 0] 148019->148020 148511 Year <= 2008.5 gini = 0.558 samples = 14506 value = [2033, 253, 107, 611, 6, 459, 320, 22, 9305, 17 1252, 19, 44, 3, 0, 19, 6, 0, 12, 1, 17, 0, 0 0] 148019->148511 148021 Hour <= 5.5 gini = 0.527 samples = 13527 value = [1343, 230, 135, 439, 7, 605, 229, 25, 9080, 29 1300, 17, 40, 2, 0, 9, 15, 1, 9, 1, 10, 1, 0 0] 148020->148021 148438 Y Coordinate <= 1872852.5 gini = 0.594 samples = 2456 value = [319, 64, 22, 90, 1, 113, 66, 14, 1504, 3, 235, 3 10, 4, 0, 1, 3, 0, 2, 0, 2, 0, 0, 0] 148020->148438 148022 Y Coordinate <= 1892202.0 gini = 0.492 samples = 3250 value = [250, 44, 50, 88, 2, 158, 82, 8, 2278, 9, 255, 6 10, 0, 0, 0, 3, 0, 2, 0, 5, 0, 0, 0] 148021->148022 148123 Hour <= 21.5 gini = 0.537 samples = 10277 value = [1093, 186, 85, 351, 5, 447, 147, 17, 6802, 20 1045, 11, 30, 2, 0, 9, 12, 1, 7, 1, 5, 1, 0 0] 148021->148123 148023 Hour <= 0.5 gini = 0.473 samples = 2417 value = [191, 31, 47, 67, 2, 94, 57, 7, 1730, 6, 165, 6 7, 0, 0, 0, 2, 0, 1, 0, 4, 0, 0, 0] 148022->148023 148098 Hour <= 3.5 gini = 0.543 samples = 833 value = [59, 13, 3, 21, 0, 64, 25, 1, 548, 3, 90, 0, 3 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0] 148022->148098 148024 Month <= 2.5 gini = 0.52 samples = 608 value = [36, 6, 23, 44, 1, 18, 9, 3, 414, 2, 44, 2, 3 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0] 148023->148024 148041 Y Coordinate <= 1869822.0 gini = 0.456 samples = 1809 value = [155, 25, 24, 23, 1, 76, 48, 4, 1316, 4, 121, 4 4, 0, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0] 148023->148041 148025 gini = 0.641 samples = 77 value = [3, 0, 10, 5, 1, 4, 2, 0, 44, 1, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148024->148025 148026 Month <= 10.5 gini = 0.498 samples = 531 value = [33, 6, 13, 39, 0, 14, 7, 3, 370, 1, 38, 2, 3 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0] 148024->148026 148027 (...) 148026->148027 148038 (...) 148026->148038 148042 Beat <= 824.5 gini = 0.493 samples = 1052 value = [82, 17, 15, 16, 1, 60, 34, 0, 736, 1, 84, 1, 4 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 148041->148042 148075 Year <= 2009.5 gini = 0.4 samples = 757 value = [73, 8, 9, 7, 0, 16, 14, 4, 580, 3, 37, 3, 0 0, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 148041->148075 148043 (...) 148042->148043 148068 (...) 148042->148068 148076 (...) 148075->148076 148089 (...) 148075->148089 148099 X Coordinate <= 1153547.5 gini = 0.569 samples = 658 value = [53, 7, 2, 18, 0, 48, 22, 1, 417, 3, 82, 0, 3 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 148098->148099 148118 Month <= 7.5 gini = 0.426 samples = 175 value = [6, 6, 1, 3, 0, 16, 3, 0, 131, 0, 8, 0, 0, 0 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 148098->148118 148100 X Coordinate <= 1152671.5 gini = 0.538 samples = 400 value = [27, 6, 1, 11, 0, 22, 16, 1, 265, 3, 46, 0, 1 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148099->148100 148111 Beat <= 1122.0 gini = 0.612 samples = 258 value = [26, 1, 1, 7, 0, 26, 6, 0, 152, 0, 36, 0, 2 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 148099->148111 148101 (...) 148100->148101 148110 (...) 148100->148110 148112 (...) 148111->148112 148113 (...) 148111->148113 148119 Year <= 2008.5 gini = 0.466 samples = 120 value = [4, 6, 1, 1, 0, 15, 3, 0, 86, 0, 3, 0, 0, 0 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 148118->148119 148122 gini = 0.319 samples = 55 value = [2, 0, 0, 2, 0, 1, 0, 0, 45, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148118->148122 148120 (...) 148119->148120 148121 (...) 148119->148121 148124 Beat <= 724.5 gini = 0.547 samples = 8714 value = [970, 170, 71, 327, 4, 374, 122, 16, 5687, 18, 892 10, 21, 0, 0, 7, 11, 1, 6, 1, 5, 1, 0, 0] 148123->148124 148391 Year <= 2007.5 gini = 0.472 samples = 1563 value = [123, 16, 14, 24, 1, 73, 25, 1, 1115, 2, 153, 1 9, 2, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0] 148123->148391 148125 Hour <= 13.5 gini = 0.604 samples = 997 value = [99, 29, 7, 33, 0, 94, 18, 1, 600, 2, 112, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148124->148125 148152 Year <= 2007.5 gini = 0.539 samples = 7717 value = [871, 141, 64, 294, 4, 280, 104, 15, 5087, 16, 780 10, 19, 0, 0, 7, 11, 1, 6, 1, 5, 1, 0, 0] 148124->148152 148126 Y Coordinate <= 1866653.5 gini = 0.548 samples = 438 value = [45, 12, 2, 15, 0, 33, 5, 0, 286, 2, 37, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148125->148126 148137 X Coordinate <= 1165059.5 gini = 0.643 samples = 559 value = [54, 17, 5, 18, 0, 61, 13, 1, 314, 0, 75, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148125->148137 148127 (...) 148126->148127 148134 (...) 148126->148134 148138 (...) 148137->148138 148139 (...) 148137->148139 148153 X Coordinate <= 1148705.0 gini = 0.514 samples = 3368 value = [342, 65, 37, 139, 4, 99, 37, 6, 2293, 9, 311, 3 9, 0, 0, 1, 6, 0, 4, 0, 2, 1, 0, 0] 148152->148153 148254 Year <= 2015.5 gini = 0.557 samples = 4349 value = [529, 76, 27, 155, 0, 181, 67, 9, 2794, 7, 469, 7 10, 0, 0, 6, 5, 1, 2, 1, 3, 0, 0, 0] 148152->148254 148154 (...) 148153->148154 148173 (...) 148153->148173 148255 (...) 148254->148255 148382 (...) 148254->148382 148392 Y Coordinate <= 1861211.0 gini = 0.412 samples = 678 value = [47, 2, 11, 13, 1, 21, 6, 0, 514, 1, 56, 1, 5 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148391->148392 148411 Beat <= 822.5 gini = 0.515 samples = 885 value = [76, 14, 3, 11, 0, 52, 19, 1, 601, 1, 97, 0, 4 2, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0] 148391->148411 148393 gini = 0.608 samples = 75 value = [6, 1, 3, 0, 0, 11, 0, 0, 44, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148392->148393 148394 Year <= 2002.5 gini = 0.381 samples = 603 value = [41, 1, 8, 13, 1, 10, 6, 0, 470, 1, 46, 1, 5 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148392->148394 148395 (...) 148394->148395 148396 (...) 148394->148396 148412 Y Coordinate <= 1868069.0 gini = 0.423 samples = 265 value = [18, 2, 2, 3, 0, 16, 6, 0, 199, 0, 16, 0, 1 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148411->148412 148419 Beat <= 913.5 gini = 0.549 samples = 620 value = [58, 12, 1, 8, 0, 36, 13, 1, 402, 1, 81, 0, 3 0, 0, 2, 1, 0, 1, 0, 0, 0, 0, 0] 148411->148419 148413 (...) 148412->148413 148418 (...) 148412->148418 148420 (...) 148419->148420 148425 (...) 148419->148425 148439 Y Coordinate <= 1868966.5 gini = 0.579 samples = 1647 value = [166, 43, 14, 64, 0, 83, 38, 5, 1033, 2, 182, 2 8, 1, 0, 1, 3, 0, 1, 0, 1, 0, 0, 0] 148438->148439 148488 Y Coordinate <= 1884256.5 gini = 0.616 samples = 809 value = [153, 21, 8, 26, 1, 30, 28, 9, 471, 1, 53, 1, 2 3, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 148438->148488 148440 X Coordinate <= 1185689.0 gini = 0.566 samples = 1443 value = [146, 34, 12, 58, 0, 75, 32, 4, 922, 1, 146, 1 8, 0, 0, 1, 1, 0, 1, 0, 1, 0, 0, 0] 148439->148440 148483 Y Coordinate <= 1870193.5 gini = 0.658 samples = 204 value = [20, 9, 2, 6, 0, 8, 6, 1, 111, 1, 36, 1, 0, 1 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 148439->148483 148441 Y Coordinate <= 1860501.5 gini = 0.545 samples = 1245 value = [118, 29, 11, 45, 0, 67, 24, 2, 817, 1, 124, 0 5, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 148440->148441 148478 Y Coordinate <= 1860820.0 gini = 0.678 samples = 198 value = [28, 5, 1, 13, 0, 8, 8, 2, 105, 0, 22, 1, 3 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0] 148440->148478 148442 Hour <= 13.5 gini = 0.39 samples = 172 value = [11, 5, 0, 4, 0, 6, 1, 0, 133, 0, 12, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148441->148442 148445 Year <= 2008.5 gini = 0.567 samples = 1073 value = [107, 24, 11, 41, 0, 61, 23, 2, 684, 1, 112, 0 5, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 148441->148445 148443 (...) 148442->148443 148444 (...) 148442->148444 148446 (...) 148445->148446 148463 (...) 148445->148463 148479 X Coordinate <= 1190723.0 gini = 0.611 samples = 127 value = [13, 2, 1, 8, 0, 2, 5, 1, 76, 0, 15, 1, 1, 0 0, 0, 1, 0, 1, 0, 0, 0, 0, 0] 148478->148479 148482 gini = 0.762 samples = 71 value = [15, 3, 0, 5, 0, 6, 3, 1, 29, 0, 7, 0, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148478->148482 148480 (...) 148479->148480 148481 (...) 148479->148481 148484 gini = 0.765 samples = 71 value = [8, 7, 0, 0, 0, 4, 3, 1, 28, 0, 16, 1, 0, 1 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 148483->148484 148485 Hour <= 9.5 gini = 0.576 samples = 133 value = [12, 2, 2, 6, 0, 4, 3, 0, 83, 1, 20, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148483->148485 148486 gini = 0.717 samples = 53 value = [6, 1, 2, 4, 0, 3, 2, 0, 25, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148485->148486 148487 gini = 0.452 samples = 80 value = [6, 1, 0, 2, 0, 1, 1, 0, 58, 1, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148485->148487 148489 Year <= 2010.5 gini = 0.672 samples = 596 value = [129, 19, 8, 18, 0, 30, 27, 9, 309, 1, 43, 0, 2 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148488->148489 148506 X Coordinate <= 1177034.5 gini = 0.405 samples = 213 value = [24, 2, 0, 8, 1, 0, 1, 0, 162, 0, 10, 1, 0, 2 0, 0, 0, 0, 1, 0, 1, 0, 0, 0] 148488->148506 148490 Month <= 5.5 gini = 0.692 samples = 381 value = [110, 14, 6, 7, 0, 18, 16, 6, 176, 1, 26, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148489->148490 148501 Y Coordinate <= 1878905.0 gini = 0.594 samples = 215 value = [19, 5, 2, 11, 0, 12, 11, 3, 133, 0, 17, 0, 1 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148489->148501 148491 Year <= 2006.5 gini = 0.673 samples = 143 value = [59, 4, 2, 2, 0, 3, 6, 0, 55, 1, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148490->148491 148494 Y Coordinate <= 1875034.0 gini = 0.683 samples = 238 value = [51, 10, 4, 5, 0, 15, 10, 6, 121, 0, 15, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148490->148494 148492 (...) 148491->148492 148493 (...) 148491->148493 148495 (...) 148494->148495 148496 (...) 148494->148496 148502 Y Coordinate <= 1875390.5 gini = 0.531 samples = 152 value = [11, 4, 1, 7, 0, 5, 6, 2, 102, 0, 13, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148501->148502 148505 gini = 0.714 samples = 63 value = [8, 1, 1, 4, 0, 7, 5, 1, 31, 0, 4, 0, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148501->148505 148503 (...) 148502->148503 148504 (...) 148502->148504 148507 X Coordinate <= 1176257.5 gini = 0.464 samples = 120 value = [21, 0, 0, 5, 0, 0, 1, 0, 85, 0, 5, 0, 0, 2 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148506->148507 148510 gini = 0.309 samples = 93 value = [3, 2, 0, 3, 1, 0, 0, 0, 77, 0, 5, 1, 0, 0 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 148506->148510 148508 gini = 0.292 samples = 66 value = [7, 0, 0, 2, 0, 0, 0, 0, 55, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148507->148508 148509 gini = 0.616 samples = 54 value = [14, 0, 0, 3, 0, 0, 1, 0, 30, 0, 3, 0, 0, 2 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148507->148509 148512 Y Coordinate <= 1910922.5 gini = 0.531 samples = 8218 value = [1132, 114, 38, 353, 4, 234, 160, 9, 5459, 13, 635 5, 26, 0, 0, 15, 4, 0, 10, 1, 6, 0, 0, 0] 148511->148512 148761 Community Area <= 23.5 gini = 0.591 samples = 6288 value = [901, 139, 69, 258, 2, 225, 160, 13, 3846, 4, 617 14, 18, 3, 0, 4, 2, 0, 2, 0, 11, 0, 0, 0] 148511->148761 148513 Y Coordinate <= 1910585.5 gini = 0.572 samples = 2861 value = [401, 52, 12, 137, 2, 109, 54, 4, 1801, 7, 252, 3 10, 0, 0, 8, 2, 0, 4, 0, 3, 0, 0, 0] 148512->148513 148606 Beat <= 1633.5 gini = 0.507 samples = 5357 value = [731, 62, 26, 216, 2, 125, 106, 5, 3658, 6, 383 2, 16, 0, 0, 7, 2, 0, 6, 1, 3, 0, 0, 0] 148512->148606 148514 X Coordinate <= 1136521.5 gini = 0.566 samples = 2750 value = [378, 52, 12, 131, 2, 94, 48, 4, 1746, 7, 248, 2 9, 0, 0, 8, 2, 0, 4, 0, 3, 0, 0, 0] 148513->148514 148603 Hour <= 13.5 gini = 0.686 samples = 111 value = [23, 0, 0, 6, 0, 15, 6, 0, 55, 0, 4, 1, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148513->148603 148515 gini = 0.708 samples = 60 value = [16, 3, 0, 4, 0, 0, 2, 1, 27, 0, 6, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 148514->148515 148516 X Coordinate <= 1152560.0 gini = 0.561 samples = 2690 value = [362, 49, 12, 127, 2, 94, 46, 3, 1719, 7, 242, 2 9, 0, 0, 7, 2, 0, 4, 0, 3, 0, 0, 0] 148514->148516 148517 Y Coordinate <= 1902889.5 gini = 0.544 samples = 1623 value = [183, 19, 10, 89, 1, 55, 28, 3, 1065, 7, 144, 2 7, 0, 0, 4, 1, 0, 2, 0, 3, 0, 0, 0] 148516->148517 148568 Hour <= 0.5 gini = 0.584 samples = 1067 value = [179, 30, 2, 38, 1, 39, 18, 0, 654, 0, 98, 0, 2 0, 0, 3, 1, 0, 2, 0, 0, 0, 0, 0] 148516->148568 148518 (...) 148517->148518 148539 (...) 148517->148539 148569 (...) 148568->148569 148570 (...) 148568->148570 148604 gini = 0.538 samples = 54 value = [7, 0, 0, 0, 0, 8, 2, 0, 35, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148603->148604 148605 gini = 0.765 samples = 57 value = [16, 0, 0, 6, 0, 7, 4, 0, 20, 0, 2, 1, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148603->148605 148607 Hour <= 4.5 gini = 0.536 samples = 1942 value = [314, 24, 6, 77, 0, 45, 43, 2, 1272, 0, 148, 2 6, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0] 148606->148607 148664 Hour <= 21.5 gini = 0.489 samples = 3415 value = [417, 38, 20, 139, 2, 80, 63, 3, 2386, 6, 235, 0 10, 0, 0, 5, 2, 0, 6, 1, 2, 0, 0, 0] 148606->148664 148608 Hour <= 0.5 gini = 0.388 samples = 354 value = [42, 3, 0, 6, 0, 5, 3, 0, 273, 0, 18, 2, 1, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148607->148608 148617 Year <= 2007.5 gini = 0.565 samples = 1588 value = [272, 21, 6, 71, 0, 40, 40, 2, 999, 0, 130, 0 5, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 148607->148617 148609 Y Coordinate <= 1922765.0 gini = 0.49 samples = 103 value = [17, 1, 0, 3, 0, 1, 2, 0, 71, 0, 8, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148608->148609 148612 Hour <= 1.5 gini = 0.34 samples = 251 value = [25, 2, 0, 3, 0, 4, 1, 0, 202, 0, 10, 2, 1, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148608->148612 148610 (...) 148609->148610 148611 (...) 148609->148611 148613 (...) 148612->148613 148614 (...) 148612->148614 148618 Hour <= 15.5 gini = 0.546 samples = 1279 value = [206, 17, 5, 52, 0, 32, 30, 1, 828, 0, 102, 0 4, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 148617->148618 148657 X Coordinate <= 1128458.0 gini = 0.634 samples = 309 value = [66, 4, 1, 19, 0, 8, 10, 1, 171, 0, 28, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148617->148657 148619 (...) 148618->148619 148636 (...) 148618->148636 148658 (...) 148657->148658 148659 (...) 148657->148659 148665 X Coordinate <= 1154972.5 gini = 0.5 samples = 3016 value = [390, 36, 19, 132, 2, 70, 54, 3, 2080, 6, 200, 0 9, 0, 0, 5, 2, 0, 5, 1, 2, 0, 0, 0] 148664->148665 148750 Y Coordinate <= 1919609.0 gini = 0.398 samples = 399 value = [27, 2, 1, 7, 0, 10, 9, 0, 306, 0, 35, 0, 1 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 148664->148750 148666 Year <= 2005.5 gini = 0.496 samples = 2136 value = [240, 25, 16, 106, 2, 55, 31, 1, 1484, 2, 154, 0 7, 0, 0, 4, 2, 0, 5, 1, 1, 0, 0, 0] 148665->148666 148725 X Coordinate <= 1157640.0 gini = 0.507 samples = 880 value = [150, 11, 3, 26, 0, 15, 23, 2, 596, 4, 46, 0, 2 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 148665->148725 148667 (...) 148666->148667 148692 (...) 148666->148692 148726 (...) 148725->148726 148729 (...) 148725->148729 148751 Ward <= 33.5 gini = 0.496 samples = 142 value = [11, 1, 1, 2, 0, 10, 1, 0, 98, 0, 18, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148750->148751 148754 Y Coordinate <= 1921797.5 gini = 0.335 samples = 257 value = [16, 1, 0, 5, 0, 0, 8, 0, 208, 0, 17, 0, 1, 0 0, 0, 0, 0, 1, 0, 0, 0, 0, 0] 148750->148754 148752 (...) 148751->148752 148753 (...) 148751->148753 148755 (...) 148754->148755 148756 (...) 148754->148756 148762 Y Coordinate <= 1915198.5 gini = 0.568 samples = 4262 value = [642, 73, 50, 166, 2, 127, 99, 8, 2691, 3, 366, 9 11, 1, 0, 4, 1, 0, 2, 0, 7, 0, 0, 0] 148761->148762 148887 Y Coordinate <= 1911147.0 gini = 0.637 samples = 2026 value = [259, 66, 19, 92, 0, 98, 61, 5, 1155, 1, 251, 5 7, 2, 0, 0, 1, 0, 0, 0, 4, 0, 0, 0] 148761->148887 148763 Hour <= 0.5 gini = 0.509 samples = 999 value = [102, 6, 15, 57, 0, 32, 19, 1, 685, 0, 74, 0, 4 1, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0] 148762->148763 148788 Community Area <= 18.5 gini = 0.584 samples = 3263 value = [540, 67, 35, 109, 2, 95, 80, 7, 2006, 3, 292, 9 7, 0, 0, 4, 1, 0, 1, 0, 5, 0, 0, 0] 148762->148788 148764 gini = 0.674 samples = 64 value = [3, 0, 7, 12, 0, 3, 0, 0, 33, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148763->148764 148765 Year <= 2009.5 gini = 0.493 samples = 935 value = [99, 6, 8, 45, 0, 29, 19, 1, 652, 0, 68, 0, 4 1, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0] 148763->148765 148766 Y Coordinate <= 1913449.0 gini = 0.393 samples = 241 value = [17, 2, 4, 11, 0, 3, 5, 0, 186, 0, 13, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148765->148766 148771 Hour <= 6.5 gini = 0.525 samples = 694 value = [82, 4, 4, 34, 0, 26, 14, 1, 466, 0, 55, 0, 4 1, 0, 0, 0, 0, 1, 0, 2, 0, 0, 0] 148765->148771 148767 (...) 148766->148767 148770 (...) 148766->148770 148772 (...) 148771->148772 148775 (...) 148771->148775 148789 Hour <= 15.5 gini = 0.569 samples = 2480 value = [431, 51, 16, 74, 2, 74, 59, 6, 1554, 1, 189, 7 5, 0, 0, 4, 1, 0, 1, 0, 5, 0, 0, 0] 148788->148789 148866 Y Coordinate <= 1920284.0 gini = 0.626 samples = 783 value = [109, 16, 19, 35, 0, 21, 21, 1, 452, 2, 103, 2 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148788->148866 148790 Beat <= 1731.5 gini = 0.598 samples = 1400 value = [264, 38, 12, 48, 2, 46, 39, 5, 837, 1, 98, 5 2, 0, 0, 2, 0, 0, 0, 0, 1, 0, 0, 0] 148789->148790 148835 X Coordinate <= 1152617.0 gini = 0.526 samples = 1080 value = [167, 13, 4, 26, 0, 28, 20, 1, 717, 0, 91, 2, 3 0, 0, 2, 1, 0, 1, 0, 4, 0, 0, 0] 148789->148835 148791 (...) 148790->148791 148818 (...) 148790->148818 148836 (...) 148835->148836 148857 (...) 148835->148857 148867 Y Coordinate <= 1919726.0 gini = 0.608 samples = 679 value = [85, 14, 16, 27, 0, 17, 17, 1, 404, 2, 92, 2, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148866->148867 148884 Ward <= 32.0 gini = 0.712 samples = 104 value = [24, 2, 3, 8, 0, 4, 4, 0, 48, 0, 11, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148866->148884 148868 (...) 148867->148868 148883 (...) 148867->148883 148885 (...) 148884->148885 148886 (...) 148884->148886 148888 Hour <= 20.5 gini = 0.635 samples = 1800 value = [207, 63, 19, 76, 0, 91, 56, 5, 1030, 1, 236, 5 5, 2, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0] 148887->148888 148941 Beat <= 2512.5 gini = 0.63 samples = 226 value = [52, 3, 0, 16, 0, 7, 5, 0, 125, 0, 15, 0, 2 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 148887->148941 148889 Year <= 2012.5 gini = 0.652 samples = 1508 value = [178, 61, 16, 70, 0, 76, 51, 3, 839, 1, 198, 5 5, 2, 0, 0, 0, 0, 0, 0, 3, 0, 0, 0] 148888->148889 148934 Year <= 2009.5 gini = 0.542 samples = 292 value = [29, 2, 3, 6, 0, 15, 5, 2, 191, 0, 38, 0, 0 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148888->148934 148890 Month <= 9.5 gini = 0.672 samples = 1072 value = [143, 42, 11, 60, 0, 57, 31, 2, 572, 1, 141, 4 4, 2, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 148889->148890 148921 X Coordinate <= 1144004.0 gini = 0.595 samples = 436 value = [35, 19, 5, 10, 0, 19, 20, 1, 267, 0, 57, 1, 1 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148889->148921 148891 (...) 148890->148891 148916 (...) 148890->148916 148922 (...) 148921->148922 148933 (...) 148921->148933 148935 gini = 0.355 samples = 71 value = [10, 0, 0, 0, 0, 0, 0, 1, 56, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148934->148935 148936 X Coordinate <= 1142611.0 gini = 0.59 samples = 221 value = [19, 2, 3, 6, 0, 15, 5, 1, 135, 0, 34, 0, 0 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 148934->148936 148937 (...) 148936->148937 148940 (...) 148936->148940 148942 Month <= 7.5 gini = 0.582 samples = 163 value = [32, 2, 0, 10, 0, 1, 4, 0, 99, 0, 12, 0, 2, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 148941->148942 148947 gini = 0.708 samples = 63 value = [20, 1, 0, 6, 0, 6, 1, 0, 26, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148941->148947 148943 Y Coordinate <= 1934968.5 gini = 0.612 samples = 106 value = [28, 2, 0, 7, 0, 1, 2, 0, 59, 0, 6, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 148942->148943 148946 gini = 0.486 samples = 57 value = [4, 0, 0, 3, 0, 0, 2, 0, 40, 0, 6, 0, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148942->148946 148944 (...) 148943->148944 148945 (...) 148943->148945 148949 Hour <= 6.5 gini = 0.427 samples = 46298 value = [2570, 765, 350, 1300, 23, 1769, 464, 150, 34627, 42 4056, 39, 57, 3, 0, 31, 22, 1, 8, 3, 18, 0, 0 0] 148948->148949 150376 Location Description <= 6.5 gini = 0.533 samples = 34586 value = [3750, 769, 98, 691, 47, 1959, 240, 105, 22960, 69 3446, 109, 118, 24, 2, 43, 51, 1, 14, 2, 87, 0 1, 0] 148948->150376 148950 Community Area <= 22.5 gini = 0.387 samples = 14690 value = [609, 175, 152, 233, 7, 664, 179, 56, 11405, 18 1144, 6, 19, 0, 0, 9, 3, 0, 3, 0, 8, 0, 0, 0] 148949->148950 149401 Y Coordinate <= 1871844.5 gini = 0.445 samples = 31608 value = [1961, 590, 198, 1067, 16, 1105, 285, 94, 23222, 24 2912, 33, 38, 3, 0, 22, 19, 1, 5, 3, 10, 0, 0 0] 148949->149401 148951 X Coordinate <= 1159278.0 gini = 0.32 samples = 3311 value = [140, 20, 37, 36, 0, 91, 31, 9, 2716, 0, 221, 1 3, 0, 0, 2, 0, 0, 0, 0, 4, 0, 0, 0] 148950->148951 149050 Hour <= 0.5 gini = 0.405 samples = 11379 value = [469, 155, 115, 197, 7, 573, 148, 47, 8689, 18, 923 5, 16, 0, 0, 7, 3, 0, 3, 0, 4, 0, 0, 0] 148950->149050 148952 Year <= 2005.5 gini = 0.336 samples = 2410 value = [101, 10, 27, 32, 0, 67, 24, 4, 1951, 0, 185, 1 3, 0, 0, 1, 0, 0, 0, 0, 4, 0, 0, 0] 148951->148952 149025 Y Coordinate <= 1909361.0 gini = 0.275 samples = 901 value = [39, 10, 10, 4, 0, 24, 7, 5, 765, 0, 36, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 148951->149025 148953 Community Area <= 14.5 gini = 0.238 samples = 431 value = [15, 1, 1, 5, 0, 9, 1, 0, 375, 0, 23, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 148952->148953 148966 X Coordinate <= 1156603.0 gini = 0.356 samples = 1979 value = [86, 9, 26, 27, 0, 58, 23, 4, 1576, 0, 162, 1 3, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0] 148952->148966 148954 gini = 0.37 samples = 97 value = [8, 0, 0, 0, 0, 3, 1, 0, 76, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148953->148954 148955 Y Coordinate <= 1914372.0 gini = 0.196 samples = 334 value = [7, 1, 1, 5, 0, 6, 0, 0, 299, 0, 14, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 148953->148955 148956 gini = 0.392 samples = 61 value = [3, 0, 1, 2, 0, 1, 0, 0, 47, 0, 6, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 148955->148956 148957 Year <= 2002.5 gini = 0.146 samples = 273 value = [4, 1, 0, 3, 0, 5, 0, 0, 252, 0, 8, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148955->148957 148958 (...) 148957->148958 148959 (...) 148957->148959 148967 Ward <= 37.5 gini = 0.342 samples = 1828 value = [77, 6, 26, 24, 0, 49, 20, 4, 1473, 0, 141, 1 3, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0] 148966->148967 149022 Month <= 6.5 gini = 0.507 samples = 151 value = [9, 3, 0, 3, 0, 9, 3, 0, 103, 0, 21, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148966->149022 148968 Community Area <= 20.5 gini = 0.325 samples = 1305 value = [42, 4, 16, 22, 0, 25, 18, 1, 1065, 0, 105, 1 2, 0, 0, 0, 0, 0, 0, 0, 4, 0, 0, 0] 148967->148968 149007 X Coordinate <= 1149147.5 gini = 0.38 samples = 523 value = [35, 2, 10, 2, 0, 24, 2, 3, 408, 0, 36, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 148967->149007 148969 (...) 148968->148969 148994 (...) 148968->148994 149008 (...) 149007->149008 149017 (...) 149007->149017 149023 gini = 0.632 samples = 78 value = [7, 3, 0, 3, 0, 6, 1, 0, 44, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149022->149023 149024 gini = 0.334 samples = 73 value = [2, 0, 0, 0, 0, 3, 2, 0, 59, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149022->149024 149026 gini = 0.436 samples = 66 value = [5, 4, 2, 0, 0, 2, 0, 1, 49, 0, 2, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 149025->149026 149027 Y Coordinate <= 1949170.0 gini = 0.26 samples = 835 value = [34, 6, 8, 4, 0, 22, 7, 4, 716, 0, 34, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149025->149027 149028 Year <= 2014.5 gini = 0.244 samples = 731 value = [24, 6, 4, 4, 0, 21, 7, 4, 634, 0, 27, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149027->149028 149047 X Coordinate <= 1164297.5 gini = 0.363 samples = 104 value = [10, 0, 4, 0, 0, 1, 0, 0, 82, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149027->149047 149029 Year <= 2006.5 gini = 0.219 samples = 646 value = [18, 3, 3, 4, 0, 17, 6, 3, 570, 0, 22, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149028->149029 149046 gini = 0.421 samples = 85 value = [6, 3, 1, 0, 0, 4, 1, 1, 64, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149028->149046 149030 (...) 149029->149030 149035 (...) 149029->149035 149048 gini = 0.496 samples = 53 value = [9, 0, 1, 0, 0, 1, 0, 0, 36, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149047->149048 149049 gini = 0.182 samples = 51 value = [1, 0, 3, 0, 0, 0, 0, 0, 46, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149047->149049 149051 X Coordinate <= 1184331.0 gini = 0.454 samples = 2409 value = [116, 37, 35, 89, 2, 101, 26, 9, 1756, 2, 224, 3 5, 0, 0, 1, 1, 0, 0, 0, 2, 0, 0, 0] 149050->149051 149122 Community Area <= 67.5 gini = 0.392 samples = 8970 value = [353, 118, 80, 108, 5, 472, 122, 38, 6933, 16, 699 2, 11, 0, 0, 6, 2, 0, 3, 0, 2, 0, 0, 0] 149050->149122 149052 Year <= 2004.5 gini = 0.475 samples = 1992 value = [105, 33, 30, 77, 2, 88, 25, 9, 1422, 2, 187, 3 5, 0, 0, 1, 1, 0, 0, 0, 2, 0, 0, 0] 149051->149052 149111 Y Coordinate <= 1860125.5 gini = 0.348 samples = 417 value = [11, 4, 5, 12, 0, 13, 1, 0, 334, 0, 37, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149051->149111 149053 Beat <= 1377.0 gini = 0.563 samples = 252 value = [16, 4, 6, 14, 0, 12, 0, 0, 160, 1, 39, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149052->149053 149060 X Coordinate <= 1179248.5 gini = 0.46 samples = 1740 value = [89, 29, 24, 63, 2, 76, 25, 9, 1262, 1, 148, 3 5, 0, 0, 1, 1, 0, 0, 0, 2, 0, 0, 0] 149052->149060 149054 Y Coordinate <= 1860028.5 gini = 0.522 samples = 186 value = [11, 4, 5, 5, 0, 10, 0, 0, 125, 1, 25, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149053->149054 149059 gini = 0.648 samples = 66 value = [5, 0, 1, 9, 0, 2, 0, 0, 35, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149053->149059 149055 (...) 149054->149055 149056 (...) 149054->149056 149061 Y Coordinate <= 1908642.5 gini = 0.446 samples = 1450 value = [74, 23, 22, 55, 2, 52, 18, 8, 1067, 1, 119, 3 4, 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 149060->149061 149102 X Coordinate <= 1181445.0 gini = 0.526 samples = 290 value = [15, 6, 2, 8, 0, 24, 7, 1, 195, 0, 29, 0, 1 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0] 149060->149102 149062 (...) 149061->149062 149099 (...) 149061->149099 149103 (...) 149102->149103 149106 (...) 149102->149106 149112 Y Coordinate <= 1857593.0 gini = 0.382 samples = 332 value = [9, 4, 5, 10, 0, 10, 1, 0, 258, 0, 35, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149111->149112 149121 gini = 0.198 samples = 85 value = [2, 0, 0, 2, 0, 3, 0, 0, 76, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149111->149121 149113 Month <= 7.5 gini = 0.345 samples = 254 value = [2, 2, 3, 7, 0, 6, 0, 0, 203, 0, 31, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149112->149113 149120 gini = 0.487 samples = 78 value = [7, 2, 2, 3, 0, 4, 1, 0, 55, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149112->149120 149114 (...) 149113->149114 149117 (...) 149113->149117 149123 Beat <= 2531.5 gini = 0.385 samples = 7407 value = [312, 97, 71, 82, 5, 369, 98, 30, 5762, 11, 546 2, 11, 0, 0, 4, 2, 0, 3, 0, 2, 0, 0, 0] 149122->149123 149354 Y Coordinate <= 1851434.0 gini = 0.423 samples = 1563 value = [41, 21, 9, 26, 0, 103, 24, 8, 1171, 5, 153, 0 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 149122->149354 149124 Beat <= 312.5 gini = 0.38 samples = 7113 value = [298, 96, 67, 77, 5, 349, 90, 28, 5556, 11, 512 2, 11, 0, 0, 4, 2, 0, 3, 0, 2, 0, 0, 0] 149123->149124 149345 Hour <= 4.5 gini = 0.488 samples = 294 value = [14, 1, 4, 5, 0, 20, 8, 2, 206, 0, 34, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149123->149345 149125 X Coordinate <= 1181999.5 gini = 0.451 samples = 485 value = [27, 7, 2, 7, 0, 32, 17, 6, 355, 0, 29, 0, 1 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 149124->149125 149140 X Coordinate <= 1199916.5 gini = 0.374 samples = 6628 value = [271, 89, 65, 70, 5, 317, 73, 22, 5201, 11, 483 2, 10, 0, 0, 2, 2, 0, 3, 0, 2, 0, 0, 0] 149124->149140 149126 (...) 149125->149126 149139 (...) 149125->149139 149141 (...) 149140->149141 149344 (...) 149140->149344 149346 Beat <= 2533.5 gini = 0.531 samples = 236 value = [12, 0, 1, 3, 0, 20, 8, 2, 156, 0, 34, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149345->149346 149353 gini = 0.251 samples = 58 value = [2, 1, 3, 2, 0, 0, 0, 0, 50, 0, 0, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149345->149353 149347 (...) 149346->149347 149350 (...) 149346->149350 149355 Beat <= 2211.5 gini = 0.51 samples = 199 value = [7, 3, 1, 1, 0, 15, 1, 3, 134, 0, 34, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149354->149355 149360 X Coordinate <= 1167466.0 gini = 0.409 samples = 1364 value = [34, 18, 8, 25, 0, 88, 23, 5, 1037, 5, 119, 0 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 149354->149360 149356 Y Coordinate <= 1849877.5 gini = 0.589 samples = 143 value = [7, 3, 1, 0, 0, 12, 1, 3, 85, 0, 31, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149355->149356 149359 gini = 0.228 samples = 56 value = [0, 0, 0, 1, 0, 3, 0, 0, 49, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149355->149359 149357 (...) 149356->149357 149358 (...) 149356->149358 149361 Year <= 2008.5 gini = 0.213 samples = 131 value = [3, 1, 1, 2, 0, 3, 0, 0, 116, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149360->149361 149364 X Coordinate <= 1170613.5 gini = 0.427 samples = 1233 value = [31, 17, 7, 23, 0, 85, 23, 5, 921, 5, 114, 0, 0 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 149360->149364 149362 (...) 149361->149362 149363 (...) 149361->149363 149365 (...) 149364->149365 149370 (...) 149364->149370 149402 Hour <= 22.5 gini = 0.468 samples = 13608 value = [753, 310, 79, 462, 8, 594, 133, 40, 9767, 16, 1375 11, 20, 1, 0, 11, 14, 0, 5, 2, 7, 0, 0, 0] 149401->149402 149817 Hour <= 20.5 gini = 0.427 samples = 18000 value = [1208, 280, 119, 605, 8, 511, 152, 54, 13455, 8 1537, 22, 18, 2, 0, 11, 5, 1, 0, 1, 3, 0, 0 0] 149401->149817 149403 Year <= 2009.5 gini = 0.476 samples = 12308 value = [700, 297, 77, 433, 8, 540, 122, 36, 8764, 16, 1250 10, 18, 1, 0, 11, 12, 0, 4, 2, 7, 0, 0, 0] 149402->149403 149776 Community Area <= 69.5 gini = 0.391 samples = 1300 value = [53, 13, 2, 29, 0, 54, 11, 4, 1003, 0, 125, 1 2, 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0] 149402->149776 149404 Beat <= 272.5 gini = 0.466 samples = 7352 value = [463, 165, 42, 292, 5, 286, 69, 27, 5290, 12, 669 1, 10, 0, 0, 9, 7, 0, 2, 0, 3, 0, 0, 0] 149403->149404 149625 X Coordinate <= 1198582.5 gini = 0.488 samples = 4956 value = [237, 132, 35, 141, 3, 254, 53, 9, 3474, 4, 581 9, 8, 1, 0, 2, 5, 0, 2, 2, 4, 0, 0, 0] 149403->149625 149405 X Coordinate <= 1179202.0 gini = 0.65 samples = 155 value = [25, 5, 0, 7, 0, 11, 0, 2, 85, 0, 19, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 149404->149405 149410 X Coordinate <= 1182478.5 gini = 0.461 samples = 7197 value = [438, 160, 42, 285, 5, 275, 69, 25, 5205, 12, 650 1, 10, 0, 0, 9, 7, 0, 2, 0, 2, 0, 0, 0] 149404->149410 149406 X Coordinate <= 1178125.5 gini = 0.594 samples = 100 value = [10, 5, 0, 5, 0, 4, 0, 2, 61, 0, 13, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149405->149406 149409 gini = 0.705 samples = 55 value = [15, 0, 0, 2, 0, 7, 0, 0, 24, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 149405->149409 149407 (...) 149406->149407 149408 (...) 149406->149408 149411 X Coordinate <= 1180029.5 gini = 0.482 samples = 4573 value = [291, 112, 32, 166, 5, 192, 41, 15, 3234, 10, 457 1, 6, 0, 0, 6, 3, 0, 1, 0, 1, 0, 0, 0] 149410->149411 149546 Beat <= 372.5 gini = 0.424 samples = 2624 value = [147, 48, 10, 119, 0, 83, 28, 10, 1971, 2, 193, 0 4, 0, 0, 3, 4, 0, 1, 0, 1, 0, 0, 0] 149410->149546 149412 (...) 149411->149412 149517 (...) 149411->149517 149547 (...) 149546->149547 149592 (...) 149546->149592 149626 X Coordinate <= 1197239.5 gini = 0.485 samples = 4845 value = [230, 128, 33, 133, 3, 252, 51, 9, 3409, 4, 560 9, 8, 1, 0, 2, 5, 0, 2, 2, 4, 0, 0, 0] 149625->149626 149773 Hour <= 16.5 gini = 0.61 samples = 111 value = [7, 4, 2, 8, 0, 2, 2, 0, 65, 0, 21, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149625->149773 149627 X Coordinate <= 1195558.5 gini = 0.488 samples = 4721 value = [229, 126, 33, 127, 3, 249, 49, 9, 3310, 4, 552 9, 8, 1, 0, 2, 4, 0, 1, 2, 3, 0, 0, 0] 149626->149627 149770 X Coordinate <= 1197701.0 gini = 0.355 samples = 124 value = [1, 2, 0, 6, 0, 3, 2, 0, 99, 0, 8, 0, 0, 0 0, 0, 1, 0, 1, 0, 1, 0, 0, 0] 149626->149770 149628 (...) 149627->149628 149767 (...) 149627->149767 149771 (...) 149770->149771 149772 (...) 149770->149772 149774 gini = 0.752 samples = 53 value = [4, 4, 2, 5, 0, 2, 2, 0, 22, 0, 12, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149773->149774 149775 gini = 0.421 samples = 58 value = [3, 0, 0, 3, 0, 0, 0, 0, 43, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149773->149775 149777 Year <= 2002.5 gini = 0.369 samples = 1164 value = [43, 12, 1, 25, 0, 39, 9, 4, 916, 0, 109, 1, 2 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0] 149776->149777 149814 Month <= 4.5 gini = 0.558 samples = 136 value = [10, 1, 1, 4, 0, 15, 2, 0, 87, 0, 16, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149776->149814 149778 gini = 0.624 samples = 52 value = [7, 0, 0, 1, 0, 6, 1, 2, 30, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149777->149778 149779 Y Coordinate <= 1831244.0 gini = 0.354 samples = 1112 value = [36, 12, 1, 24, 0, 33, 8, 2, 886, 0, 104, 1, 2 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0] 149777->149779 149780 gini = 0.58 samples = 51 value = [5, 3, 0, 3, 0, 3, 1, 0, 32, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149779->149780 149781 Y Coordinate <= 1855256.5 gini = 0.341 samples = 1061 value = [31, 9, 1, 21, 0, 30, 7, 2, 854, 0, 100, 1, 2 0, 0, 0, 2, 0, 1, 0, 0, 0, 0, 0] 149779->149781 149782 (...) 149781->149782 149791 (...) 149781->149791 149815 gini = 0.63 samples = 54 value = [3, 0, 0, 2, 0, 8, 1, 0, 30, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149814->149815 149816 gini = 0.496 samples = 82 value = [7, 1, 1, 2, 0, 7, 1, 0, 57, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149814->149816 149818 Y Coordinate <= 1918719.0 gini = 0.445 samples = 12929 value = [930, 233, 83, 497, 7, 362, 113, 41, 9503, 7, 1101 17, 15, 2, 0, 11, 2, 1, 0, 1, 3, 0, 0, 0] 149817->149818 150215 Month <= 3.5 gini = 0.381 samples = 5071 value = [278, 47, 36, 108, 1, 149, 39, 13, 3952, 1, 436 5, 3, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0] 149817->150215 149819 Ward <= 11.5 gini = 0.451 samples = 9368 value = [615, 184, 56, 377, 4, 279, 74, 27, 6840, 5, 868 13, 11, 2, 0, 8, 1, 1, 0, 0, 3, 0, 0, 0] 149818->149819 150106 Y Coordinate <= 1925348.5 gini = 0.427 samples = 3561 value = [315, 49, 27, 120, 3, 83, 39, 14, 2663, 2, 233, 4 4, 0, 0, 3, 1, 0, 0, 1, 0, 0, 0, 0] 149818->150106 149820 Year <= 2004.5 gini = 0.498 samples = 1422 value = [140, 33, 11, 52, 1, 51, 9, 3, 986, 1, 129, 3 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 149819->149820 149859 Community Area <= 29.5 gini = 0.442 samples = 7946 value = [475, 151, 45, 325, 3, 228, 65, 24, 5854, 4, 739 10, 10, 2, 0, 6, 1, 1, 0, 0, 3, 0, 0, 0] 149819->149859 149821 Beat <= 1029.5 gini = 0.595 samples = 153 value = [26, 4, 1, 4, 0, 4, 1, 0, 92, 1, 17, 0, 1, 0 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 149820->149821 149826 Beat <= 1432.0 gini = 0.484 samples = 1269 value = [114, 29, 10, 48, 1, 47, 8, 3, 894, 0, 112, 3 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 149820->149826 149822 (...) 149821->149822 149823 (...) 149821->149823 149827 (...) 149826->149827 149854 (...) 149826->149854 149860 Y Coordinate <= 1898286.0 gini = 0.455 samples = 6557 value = [404, 139, 30, 264, 3, 209, 54, 22, 4769, 4, 630 8, 9, 2, 0, 5, 1, 1, 0, 0, 3, 0, 0, 0] 149859->149860 150065 Hour <= 10.5 gini = 0.379 samples = 1389 value = [71, 12, 15, 61, 0, 19, 11, 2, 1085, 0, 109, 2 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 149859->150065 149861 (...) 149860->149861 149904 (...) 149860->149904 150066 (...) 150065->150066 150075 (...) 150065->150075 150107 X Coordinate <= 1151154.0 gini = 0.366 samples = 940 value = [61, 13, 12, 33, 1, 16, 7, 2, 743, 0, 49, 0, 1 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 150106->150107 150136 X Coordinate <= 1137187.0 gini = 0.447 samples = 2621 value = [254, 36, 15, 87, 2, 67, 32, 12, 1920, 2, 184, 4 3, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0] 150106->150136 150108 Year <= 2005.5 gini = 0.408 samples = 626 value = [44, 10, 6, 25, 1, 11, 5, 2, 477, 0, 42, 0, 1 0, 0, 2, 0, 0, 0, 0, 0, 0, 0, 0] 150107->150108 150129 Year <= 2008.5 gini = 0.278 samples = 314 value = [17, 3, 6, 8, 0, 5, 2, 0, 266, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150107->150129 150109 (...) 150108->150109 150112 (...) 150108->150112 150130 (...) 150129->150130 150133 (...) 150129->150133 150137 X Coordinate <= 1134857.0 gini = 0.576 samples = 165 value = [30, 2, 1, 13, 0, 5, 4, 2, 102, 0, 4, 2, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150136->150137 150142 Y Coordinate <= 1926073.0 gini = 0.436 samples = 2456 value = [224, 34, 14, 74, 2, 62, 28, 10, 1818, 2, 180, 2 3, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0] 150136->150142 150138 (...) 150137->150138 150141 (...) 150137->150141 150143 (...) 150142->150143 150144 (...) 150142->150144 150216 Community Area <= 17.5 gini = 0.435 samples = 1145 value = [77, 10, 8, 27, 1, 53, 7, 3, 848, 0, 108, 1, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150215->150216 150251 X Coordinate <= 1178394.5 gini = 0.364 samples = 3926 value = [201, 37, 28, 81, 0, 96, 32, 10, 3104, 1, 328, 4 1, 0, 0, 0, 3, 0, 0, 0, 0, 0, 0, 0] 150215->150251 150217 Y Coordinate <= 1942204.5 gini = 0.508 samples = 301 value = [28, 0, 4, 4, 1, 17, 2, 1, 205, 0, 38, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150216->150217 150226 Year <= 2011.5 gini = 0.407 samples = 844 value = [49, 10, 4, 23, 0, 36, 5, 2, 643, 0, 70, 0, 2 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150216->150226 150218 Y Coordinate <= 1927920.5 gini = 0.483 samples = 238 value = [20, 0, 4, 4, 1, 10, 2, 0, 167, 0, 29, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150217->150218 150225 gini = 0.587 samples = 63 value = [8, 0, 0, 0, 0, 7, 0, 1, 38, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150217->150225 150219 (...) 150218->150219 150222 (...) 150218->150222 150227 X Coordinate <= 1167254.5 gini = 0.382 samples = 619 value = [34, 7, 3, 14, 0, 26, 4, 1, 482, 0, 47, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150226->150227 150244 Beat <= 1021.5 gini = 0.469 samples = 225 value = [15, 3, 1, 9, 0, 10, 1, 1, 161, 0, 23, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150226->150244 150228 (...) 150227->150228 150243 (...) 150227->150243 150245 (...) 150244->150245 150246 (...) 150244->150246 150252 Y Coordinate <= 1888942.0 gini = 0.358 samples = 3758 value = [177, 35, 27, 80, 0, 89, 30, 7, 2986, 1, 319, 4 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 150251->150252 150371 Y Coordinate <= 1874462.5 gini = 0.481 samples = 168 value = [24, 2, 1, 1, 0, 7, 2, 3, 118, 0, 9, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 150251->150371 150253 X Coordinate <= 1171752.5 gini = 0.272 samples = 479 value = [15, 2, 7, 5, 0, 9, 2, 1, 407, 1, 30, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150252->150253 150266 Community Area <= 24.5 gini = 0.37 samples = 3279 value = [162, 33, 20, 75, 0, 80, 28, 6, 2579, 0, 289, 4 1, 0, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 150252->150266 150254 (...) 150253->150254 150265 (...) 150253->150265 150267 (...) 150266->150267 150334 (...) 150266->150334 150372 gini = 0.372 samples = 56 value = [1, 2, 0, 0, 0, 3, 1, 0, 44, 0, 4, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 150371->150372 150373 Y Coordinate <= 1876630.5 gini = 0.517 samples = 112 value = [23, 0, 1, 1, 0, 4, 1, 3, 74, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150371->150373 150374 (...) 150373->150374 150375 (...) 150373->150375 150377 Hour <= 5.5 gini = 0.588 samples = 21910 value = [2842, 534, 62, 515, 40, 1667, 199, 88, 13485, 17 2148, 66, 79, 15, 1, 34, 32, 0, 12, 2, 71, 0 1, 0] 150376->150377 151036 Location Description <= 7.5 gini = 0.425 samples = 12676 value = [908, 235, 36, 176, 7, 292, 41, 17, 9475, 52, 1298 43, 39, 9, 1, 9, 19, 1, 2, 0, 16, 0, 0, 0] 150376->151036 150378 Community Area <= 8.5 gini = 0.506 samples = 4885 value = [381, 94, 18, 71, 9, 467, 55, 29, 3359, 3, 350, 9 19, 3, 0, 3, 5, 0, 0, 1, 9, 0, 0, 0] 150377->150378 150521 Hour <= 18.5 gini = 0.608 samples = 17025 value = [2461, 440, 44, 444, 31, 1200, 144, 59, 10126, 14 1798, 57, 60, 12, 1, 31, 27, 0, 12, 1, 62, 0 1, 0] 150377->150521 150379 Year <= 2006.5 gini = 0.336 samples = 408 value = [32, 3, 1, 4, 0, 13, 2, 2, 330, 0, 19, 0, 0 0, 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 150378->150379 150390 Year <= 2008.5 gini = 0.52 samples = 4477 value = [349, 91, 17, 67, 9, 454, 53, 27, 3029, 3, 331, 9 19, 3, 0, 3, 5, 0, 0, 1, 7, 0, 0, 0] 150378->150390 150380 X Coordinate <= 1170074.5 gini = 0.381 samples = 192 value = [22, 0, 1, 2, 0, 6, 1, 1, 149, 0, 10, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150379->150380 150385 Y Coordinate <= 1907813.0 gini = 0.292 samples = 216 value = [10, 3, 0, 2, 0, 7, 1, 1, 181, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 2, 0, 0, 0] 150379->150385 150381 gini = 0.478 samples = 78 value = [15, 0, 0, 0, 0, 3, 1, 0, 54, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150380->150381 150382 Month <= 7.5 gini = 0.299 samples = 114 value = [7, 0, 1, 2, 0, 3, 0, 1, 95, 0, 5, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150380->150382 150383 gini = 0.217 samples = 60 value = [2, 0, 1, 1, 0, 1, 0, 0, 53, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150382->150383 150384 gini = 0.381 samples = 54 value = [5, 0, 0, 1, 0, 2, 0, 1, 42, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150382->150384 150386 gini = 0.438 samples = 65 value = [5, 1, 0, 0, 0, 2, 1, 1, 48, 0, 6, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 150385->150386 150387 Ward <= 45.0 gini = 0.221 samples = 151 value = [5, 2, 0, 2, 0, 5, 0, 0, 133, 0, 3, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 150385->150387 150388 gini = 0.069 samples = 85 value = [0, 1, 0, 1, 0, 0, 0, 0, 82, 0, 1, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150387->150388 150389 gini = 0.39 samples = 66 value = [5, 1, 0, 1, 0, 5, 0, 0, 51, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 150387->150389 150391 Y Coordinate <= 1929835.5 gini = 0.482 samples = 2473 value = [189, 44, 7, 31, 8, 234, 28, 10, 1747, 1, 154, 4 7, 1, 0, 0, 3, 0, 0, 0, 5, 0, 0, 0] 150390->150391 150464 Location Description <= 2.5 gini = 0.563 samples = 2004 value = [160, 47, 10, 36, 1, 220, 25, 17, 1282, 2, 177, 5 12, 2, 0, 3, 2, 0, 0, 1, 2, 0, 0, 0] 150390->150464 150392 Month <= 4.5 gini = 0.474 samples = 2401 value = [175, 41, 6, 30, 8, 219, 27, 9, 1711, 1, 154, 4 7, 1, 0, 0, 3, 0, 0, 0, 5, 0, 0, 0] 150391->150392 150463 gini = 0.666 samples = 72 value = [14, 3, 1, 1, 0, 15, 1, 1, 36, 0, 0, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150391->150463 150393 Hour <= 0.5 gini = 0.548 samples = 624 value = [46, 16, 3, 9, 2, 73, 8, 3, 407, 1, 51, 0, 0 1, 0, 0, 1, 0, 0, 0, 3, 0, 0, 0] 150392->150393 150410 X Coordinate <= 1162122.5 gini = 0.446 samples = 1777 value = [129, 25, 3, 21, 6, 146, 19, 6, 1304, 0, 103, 4 7, 0, 0, 0, 2, 0, 0, 0, 2, 0, 0, 0] 150392->150410 150394 (...) 150393->150394 150397 (...) 150393->150397 150411 (...) 150410->150411 150430 (...) 150410->150430 150465 Community Area <= 49.5 gini = 0.537 samples = 511 value = [53, 7, 10, 15, 0, 22, 9, 3, 339, 1, 46, 0, 4 2, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150464->150465 150478 Y Coordinate <= 1909723.5 gini = 0.569 samples = 1493 value = [107, 40, 0, 21, 1, 198, 16, 14, 943, 1, 131, 5 8, 0, 0, 3, 2, 0, 0, 1, 2, 0, 0, 0] 150464->150478 150466 Beat <= 413.5 gini = 0.58 samples = 365 value = [47, 7, 7, 11, 0, 16, 7, 3, 228, 0, 34, 0, 4 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150465->150466 150475 Hour <= 1.5 gini = 0.41 samples = 146 value = [6, 0, 3, 4, 0, 6, 2, 0, 111, 1, 12, 0, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150465->150475 150467 (...) 150466->150467 150468 (...) 150466->150468 150476 (...) 150475->150476 150477 (...) 150475->150477 150479 Y Coordinate <= 1905689.5 gini = 0.585 samples = 1278 value = [85, 36, 0, 18, 1, 182, 16, 10, 788, 1, 122, 5 7, 0, 0, 2, 2, 0, 0, 1, 2, 0, 0, 0] 150478->150479 150516 Y Coordinate <= 1918202.0 gini = 0.462 samples = 215 value = [22, 4, 0, 3, 0, 16, 0, 4, 155, 0, 9, 0, 1, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 150478->150516 150480 (...) 150479->150480 150515 (...) 150479->150515 150517 (...) 150516->150517 150520 (...) 150516->150520 150522 Y Coordinate <= 1911877.5 gini = 0.632 samples = 11137 value = [1829, 300, 26, 320, 25, 795, 82, 41, 6317, 8, 1229 28, 37, 6, 1, 23, 12, 0, 12, 1, 45, 0, 0, 0] 150521->150522 150855 Location Description <= 2.5 gini = 0.555 samples = 5888 value = [632, 140, 18, 124, 6, 405, 62, 18, 3809, 6, 569 29, 23, 6, 0, 8, 15, 0, 0, 0, 17, 0, 1, 0] 150521->150855 150523 Beat <= 131.5 gini = 0.625 samples = 9300 value = [1365, 266, 22, 251, 17, 706, 68, 31, 5369, 7, 1061 25, 31, 6, 1, 21, 9, 0, 7, 1, 36, 0, 0, 0] 150522->150523 150804 Y Coordinate <= 1947648.0 gini = 0.657 samples = 1837 value = [464, 34, 4, 69, 8, 89, 14, 10, 948, 1, 168, 3 6, 0, 0, 2, 3, 0, 5, 0, 9, 0, 0, 0] 150522->150804 150524 X Coordinate <= 1175963.5 gini = 0.661 samples = 226 value = [89, 8, 0, 2, 1, 2, 0, 2, 94, 0, 22, 0, 4, 0 0, 0, 0, 0, 2, 0, 0, 0, 0, 0] 150523->150524 150529 Location Description <= 2.5 gini = 0.621 samples = 9074 value = [1276, 258, 22, 249, 16, 704, 68, 29, 5275, 7, 1039 25, 27, 6, 1, 21, 9, 0, 5, 1, 36, 0, 0, 0] 150523->150529 150525 Hour <= 11.5 gini = 0.648 samples = 147 value = [72, 5, 0, 1, 1, 1, 0, 1, 47, 0, 13, 0, 4, 0 0, 0, 0, 0, 2, 0, 0, 0, 0, 0] 150524->150525 150528 gini = 0.585 samples = 79 value = [17, 3, 0, 1, 0, 1, 0, 1, 47, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150524->150528 150526 (...) 150525->150526 150527 (...) 150525->150527 150530 Beat <= 221.5 gini = 0.599 samples = 2774 value = [388, 71, 14, 114, 14, 99, 36, 15, 1676, 3, 307 9, 9, 0, 1, 5, 3, 0, 4, 1, 5, 0, 0, 0] 150529->150530 150619 Location Description <= 5.5 gini = 0.63 samples = 6300 value = [888, 187, 8, 135, 2, 605, 32, 14, 3599, 4, 732 16, 18, 6, 0, 16, 6, 0, 1, 0, 31, 0, 0, 0] 150529->150619 150531 (...) 150530->150531 150536 (...) 150530->150536 150620 (...) 150619->150620 150793 (...) 150619->150793 150805 X Coordinate <= 1125601.0 gini = 0.662 samples = 1765 value = [460, 33, 4, 67, 8, 85, 14, 8, 895, 1, 163, 3 6, 0, 0, 2, 2, 0, 5, 0, 9, 0, 0, 0] 150804->150805 150854 gini = 0.445 samples = 72 value = [4, 1, 0, 2, 0, 4, 0, 2, 53, 0, 5, 0, 0, 0 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 150804->150854 150806 gini = 0.67 samples = 60 value = [27, 1, 0, 0, 0, 2, 2, 0, 20, 0, 7, 0, 0, 0 0, 0, 0, 0, 0, 0, 1, 0, 0, 0] 150805->150806 150807 Y Coordinate <= 1912928.0 gini = 0.659 samples = 1705 value = [433, 32, 4, 67, 8, 83, 12, 8, 875, 1, 156, 3 6, 0, 0, 2, 2, 0, 5, 0, 8, 0, 0, 0] 150805->150807 150808 (...) 150807->150808 150809 (...) 150807->150809 150856 X Coordinate <= 1162423.5 gini = 0.491 samples = 1742 value = [157, 38, 16, 47, 4, 56, 25, 8, 1221, 5, 145, 6 4, 1, 0, 1, 4, 0, 0, 0, 3, 0, 1, 0] 150855->150856 150909 Year <= 2007.5 gini = 0.579 samples = 4146 value = [475, 102, 2, 77, 2, 349, 37, 10, 2588, 1, 424 23, 19, 5, 0, 7, 11, 0, 0, 0, 14, 0, 0, 0] 150855->150909 150857 X Coordinate <= 1141295.0 gini = 0.542 samples = 641 value = [80, 13, 4, 19, 2, 9, 14, 3, 419, 0, 73, 0, 3 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 150856->150857 150876 Y Coordinate <= 1851635.5 gini = 0.457 samples = 1101 value = [77, 25, 12, 28, 2, 47, 11, 5, 802, 5, 72, 6, 1 0, 0, 1, 3, 0, 0, 0, 3, 0, 1, 0] 150856->150876 150858 X Coordinate <= 1135788.0 gini = 0.636 samples = 102 value = [23, 2, 0, 3, 2, 1, 5, 1, 56, 0, 9, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150857->150858 150861 Ward <= 16.5 gini = 0.519 samples = 539 value = [57, 11, 4, 16, 0, 8, 9, 2, 363, 0, 64, 0, 3 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 150857->150861 150859 (...) 150858->150859 150860 (...) 150858->150860 150862 (...) 150861->150862 150867 (...) 150861->150867 150877 Y Coordinate <= 1843892.5 gini = 0.523 samples = 280 value = [21, 5, 1, 9, 1, 14, 4, 1, 189, 2, 30, 0, 0 0, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0] 150876->150877 150884 Year <= 2007.5 gini = 0.432 samples = 821 value = [56, 20, 11, 19, 1, 33, 7, 4, 613, 3, 42, 6, 1 0, 0, 0, 1, 0, 0, 0, 3, 0, 1, 0] 150876->150884 150878 (...) 150877->150878 150883 (...) 150877->150883 150885 (...) 150884->150885 150898 (...) 150884->150898 150910 X Coordinate <= 1190810.5 gini = 0.528 samples = 1870 value = [197, 29, 0, 25, 2, 123, 22, 5, 1249, 0, 186, 7 8, 0, 0, 4, 4, 0, 0, 0, 9, 0, 0, 0] 150909->150910 150969 Y Coordinate <= 1912839.5 gini = 0.616 samples = 2276 value = [278, 73, 2, 52, 0, 226, 15, 5, 1339, 1, 238, 16 11, 5, 0, 3, 7, 0, 0, 0, 5, 0, 0, 0] 150909->150969 150911 Community Area <= 65.5 gini = 0.523 samples = 1813 value = [190, 28, 0, 24, 2, 119, 22, 5, 1219, 0, 172, 7 8, 0, 0, 4, 4, 0, 0, 0, 9, 0, 0, 0] 150910->150911 150968 gini = 0.642 samples = 57 value = [7, 1, 0, 1, 0, 4, 0, 0, 30, 0, 14, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 150910->150968 150912 (...) 150911->150912 150955 (...) 150911->150955 150970 Community Area <= 44.5 gini = 0.601 samples = 1929 value = [214, 65, 1, 46, 0, 195, 15, 5, 1165, 1, 187, 8 9, 5, 0, 2, 7, 0, 0, 0, 4, 0, 0, 0] 150969->150970 151027 Ward <= 31.5 gini = 0.684 samples = 347 value = [64, 8, 1, 6, 0, 31, 0, 0, 174, 0, 51, 8, 2 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0] 150969->151027 150971 (...) 150970->150971 151000 (...) 150970->151000 151028 (...) 151027->151028 151031 (...) 151027->151031 151037 Beat <= 2528.0 gini = 0.476 samples = 1476 value = [67, 47, 18, 41, 5, 96, 17, 11, 1057, 51, 53, 5 4, 1, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0] 151036->151037 151084 Hour <= 3.5 gini = 0.416 samples = 11200 value = [841, 188, 18, 135, 2, 196, 24, 6, 8418, 1, 1245 38, 35, 8, 1, 8, 17, 1, 2, 0, 16, 0, 0, 0] 151036->151084 151038 Y Coordinate <= 1831961.5 gini = 0.465 samples = 1422 value = [61, 45, 18, 41, 5, 80, 17, 11, 1031, 48, 53, 4 4, 1, 0, 1, 2, 0, 0, 0, 0, 0, 0, 0] 151037->151038 151083 gini = 0.663 samples = 54 value = [6, 2, 0, 0, 0, 16, 0, 0, 26, 3, 0, 1, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151037->151083 151039 gini = 0.72 samples = 61 value = [4, 6, 1, 2, 0, 7, 5, 1, 30, 1, 3, 0, 0, 0 0, 1, 0, 0, 0, 0, 0, 0, 0, 0] 151038->151039 151040 Hour <= 15.5 gini = 0.45 samples = 1361 value = [57, 39, 17, 39, 5, 73, 12, 10, 1001, 47, 50, 4 4, 1, 0, 0, 2, 0, 0, 0, 0, 0, 0, 0] 151038->151040 151041 Hour <= 5.5 gini = 0.492 samples = 790 value = [35, 21, 12, 23, 3, 54, 8, 5, 556, 38, 29, 0, 4 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 151040->151041 151064 Community Area <= 59.5 gini = 0.386 samples = 571 value = [22, 18, 5, 16, 2, 19, 4, 5, 445, 9, 21, 4, 0 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 151040->151064 151042 X Coordinate <= 1143172.5 gini = 0.45 samples = 419 value = [3, 9, 9, 5, 1, 31, 6, 1, 307, 31, 11, 0, 3 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 151041->151042 151053 Year <= 2006.5 gini = 0.532 samples = 371 value = [32, 12, 3, 18, 2, 23, 2, 4, 249, 7, 18, 0, 1 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151041->151053 151043 (...) 151042->151043 151044 (...) 151042->151044 151054 (...) 151053->151054 151057 (...) 151053->151057 151065 Month <= 9.5 gini = 0.347 samples = 421 value = [11, 12, 4, 11, 1, 9, 2, 3, 339, 7, 17, 4, 0 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0] 151064->151065 151080 Community Area <= 68.5 gini = 0.487 samples = 150 value = [11, 6, 1, 5, 1, 10, 2, 2, 106, 2, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151064->151080 151066 (...) 151065->151066 151077 (...) 151065->151077 151081 (...) 151080->151081 151082 (...) 151080->151082 151085 X Coordinate <= 1181124.5 gini = 0.35 samples = 2052 value = [111, 27, 9, 11, 0, 45, 7, 2, 1640, 0, 179, 6 6, 2, 0, 1, 5, 0, 0, 0, 1, 0, 0, 0] 151084->151085 151150 Year <= 2008.5 gini = 0.43 samples = 9148 value = [730, 161, 9, 124, 2, 151, 17, 4, 6778, 1, 1066 32, 29, 6, 1, 7, 12, 1, 2, 0, 15, 0, 0, 0] 151084->151150 151086 Y Coordinate <= 1912717.5 gini = 0.335 samples = 1829 value = [104, 23, 8, 7, 0, 36, 7, 1, 1480, 0, 145, 5, 4 2, 0, 1, 5, 0, 0, 0, 1, 0, 0, 0] 151085->151086 151143 Ward <= 5.5 gini = 0.459 samples = 223 value = [7, 4, 1, 4, 0, 9, 0, 1, 160, 0, 34, 1, 2, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151085->151143 151087 X Coordinate <= 1139396.5 gini = 0.355 samples = 1461 value = [93, 20, 6, 4, 0, 28, 6, 0, 1162, 0, 126, 4, 3 2, 0, 1, 5, 0, 0, 0, 1, 0, 0, 0] 151086->151087 151132 Y Coordinate <= 1917500.5 gini = 0.249 samples = 368 value = [11, 3, 2, 3, 0, 8, 1, 1, 318, 0, 19, 1, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151086->151132 151088 gini = 0.534 samples = 82 value = [7, 1, 0, 0, 0, 4, 0, 0, 54, 0, 12, 3, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151087->151088 151089 Hour <= 2.5 gini = 0.343 samples = 1379 value = [86, 19, 6, 4, 0, 24, 6, 0, 1108, 0, 114, 1, 2 2, 0, 1, 5, 0, 0, 0, 1, 0, 0, 0] 151087->151089 151090 (...) 151089->151090 151125 (...) 151089->151125 151133 X Coordinate <= 1153497.5 gini = 0.112 samples = 121 value = [2, 1, 1, 0, 0, 1, 0, 0, 114, 0, 2, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151132->151133 151136 X Coordinate <= 1147758.0 gini = 0.311 samples = 247 value = [9, 2, 1, 3, 0, 7, 1, 1, 204, 0, 17, 1, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151132->151136 151134 (...) 151133->151134 151135 (...) 151133->151135 151137 (...) 151136->151137 151138 (...) 151136->151138 151144 gini = 0.546 samples = 68 value = [0, 2, 1, 4, 0, 2, 0, 0, 43, 0, 15, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151143->151144 151145 Beat <= 427.5 gini = 0.411 samples = 155 value = [7, 2, 0, 0, 0, 7, 0, 1, 117, 0, 19, 1, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151143->151145 151146 Y Coordinate <= 1853419.5 gini = 0.452 samples = 100 value = [5, 2, 0, 0, 0, 3, 0, 1, 72, 0, 16, 1, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151145->151146 151149 gini = 0.321 samples = 55 value = [2, 0, 0, 0, 0, 4, 0, 0, 45, 0, 3, 0, 1, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151145->151149 151147 (...) 151146->151147 151148 (...) 151146->151148 151151 Year <= 2004.5 gini = 0.395 samples = 4293 value = [321, 49, 4, 56, 0, 52, 5, 2, 3289, 1, 462, 22 8, 4, 1, 4, 6, 1, 0, 0, 6, 0, 0, 0] 151150->151151 151286 Hour <= 17.5 gini = 0.46 samples = 4855 value = [409, 112, 5, 68, 2, 99, 12, 2, 3489, 0, 604, 10 21, 2, 0, 3, 6, 0, 2, 0, 9, 0, 0, 0] 151150->151286 151152 Hour <= 16.5 gini = 0.454 samples = 1160 value = [106, 12, 3, 15, 0, 16, 2, 1, 838, 1, 144, 6, 4 2, 0, 4, 2, 0, 0, 0, 4, 0, 0, 0] 151151->151152 151189 X Coordinate <= 1135390.5 gini = 0.372 samples = 3133 value = [215, 37, 1, 41, 0, 36, 3, 1, 2451, 0, 318, 16 4, 2, 1, 0, 4, 1, 0, 0, 2, 0, 0, 0] 151151->151189 151153 X Coordinate <= 1167002.0 gini = 0.516 samples = 527 value = [53, 10, 2, 9, 0, 8, 2, 1, 355, 0, 73, 4, 2 1, 0, 3, 1, 0, 0, 0, 3, 0, 0, 0] 151152->151153 151170 Hour <= 19.5 gini = 0.398 samples = 633 value = [53, 2, 1, 6, 0, 8, 0, 0, 483, 1, 71, 2, 2, 1 0, 1, 1, 0, 0, 0, 1, 0, 0, 0] 151152->151170 151154 (...) 151153->151154 151165 (...) 151153->151165 151171 (...) 151170->151171 151178 (...) 151170->151178 151190 gini = 0.534 samples = 51 value = [13, 0, 0, 2, 0, 0, 0, 0, 32, 0, 4, 0, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151189->151190 151191 Hour <= 20.5 gini = 0.369 samples = 3082 value = [202, 37, 1, 39, 0, 36, 3, 1, 2419, 0, 314, 16 4, 2, 1, 0, 4, 1, 0, 0, 2, 0, 0, 0] 151189->151191 151192 (...) 151191->151192 151263 (...) 151191->151263 151287 Y Coordinate <= 1911198.0 gini = 0.487 samples = 2627 value = [254, 63, 4, 45, 1, 56, 7, 0, 1830, 0, 340, 3 12, 0, 0, 2, 1, 0, 2, 0, 7, 0, 0, 0] 151286->151287 151362 Y Coordinate <= 1851889.0 gini = 0.426 samples = 2228 value = [155, 49, 1, 23, 1, 43, 5, 2, 1659, 0, 264, 7 9, 2, 0, 1, 5, 0, 0, 0, 2, 0, 0, 0] 151286->151362 151288 Y Coordinate <= 1909747.5 gini = 0.478 samples = 2206 value = [187, 58, 2, 37, 0, 49, 7, 0, 1555, 0, 285, 2 12, 0, 0, 2, 1, 0, 2, 0, 7, 0, 0, 0] 151287->151288 151349 Month <= 10.5 gini = 0.53 samples = 421 value = [67, 5, 2, 8, 1, 7, 0, 0, 275, 0, 55, 1, 0, 0 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] 151287->151349 151289 (...) 151288->151289 151348 (...) 151288->151348 151350 (...) 151349->151350 151361 (...) 151349->151361 151363 Ward <= 9.5 gini = 0.514 samples = 315 value = [16, 9, 0, 4, 0, 8, 2, 1, 210, 0, 61, 0, 2, 0 0, 0, 1, 0, 0, 0, 1, 0, 0, 0] 151362->151363 151372 Community Area <= 66.5 gini = 0.409 samples = 1913 value = [139, 40, 1, 19, 1, 35, 3, 1, 1449, 0, 203, 7 7, 2, 0, 1, 4, 0, 0, 0, 1, 0, 0, 0] 151362->151372 151364 (...) 151363->151364 151367 (...) 151363->151367 151373 (...) 151372->151373 151420 (...) 151372->151420

Decision Tree - Predict Arrest

In [13]:
target_arrest = 'Arrest'
features_arrest = ['Beat', 'District', 'Ward', 'Community Area', 'Year', 'Month', 'Location Description', 'Type_factor']

#Split dataset to Training Set & Test Set
X, y = train_test_split(crimes, 
                        test_size = 0.3, 
                        train_size = 0.7, 
                        random_state= 0)

X_train_arrest = X[features_arrest]
y_train_arrest = X[target_arrest]
X_test_arrest = y[features_arrest]
y_test_arrest = y[target_arrest]

print('Feature Set Used    : ', features_arrest)
print('Target Class        : ', target_arrest)
print('Training Set Size   : ', X.shape)
print('Test Set Size       : ', y.shape)

#feature test
tree_arrest = DecisionTreeClassifier()
tree_arrest.fit(X_train_arrest, y_train_arrest)
tree_arrest.feature_importances_

# Accuracy?
tree_arrest.fit(X_train_arrest, y_train_arrest)

print("Accuracy on training set: {:.3f}".format(tree_arrest.score(X_train_arrest, y_train_arrest)))
print("Accuracy on test set: {:.3f}".format(tree_arrest.score(X_test_arrest, y_test_arrest)))
Feature Set Used    :  ['Beat', 'District', 'Ward', 'Community Area', 'Year', 'Month', 'Location Description', 'Type_factor']
Target Class        :  Arrest
Training Set Size   :  (5001653, 26)
Test Set Size       :  (2143566, 26)
Out[13]:
DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None,
                       max_features=None, max_leaf_nodes=None,
                       min_impurity_decrease=0.0, min_impurity_split=None,
                       min_samples_leaf=1, min_samples_split=2,
                       min_weight_fraction_leaf=0.0, presort=False,
                       random_state=None, splitter='best')
Out[13]:
array([0.08651648, 0.00561239, 0.03166485, 0.03141121, 0.08651651,
       0.1061353 , 0.04870979, 0.60343347])
Out[13]:
DecisionTreeClassifier(class_weight=None, criterion='gini', max_depth=None,
                       max_features=None, max_leaf_nodes=None,
                       min_impurity_decrease=0.0, min_impurity_split=None,
                       min_samples_leaf=1, min_samples_split=2,
                       min_weight_fraction_leaf=0.0, presort=False,
                       random_state=None, splitter='best')
Accuracy on training set: 0.933
Accuracy on test set: 0.862
In [14]:
#Confusion Matrix

y_pred_dt = tree_arrest.predict(X_test_arrest)

print(confusion_matrix(y_test_arrest, y_pred_dt))
print('Precision score: {:.4f}'.format(precision_score(y_test_arrest,y_pred_dt)))
print('Recall score: {:.4f}'.format(recall_score(y_test_arrest,y_pred_dt)))
print('Accuracy score: {:.4f}'.format(accuracy_score(y_test_arrest,y_pred_dt)))
print('F1 score: {:.4f}'.format(f1_score(y_test_arrest,y_pred_dt)))
[[1431141  107154]
 [ 187782  417489]]
Precision score: 0.7958
Recall score: 0.6898
Accuracy score: 0.8624
F1 score: 0.7390
In [15]:
#ROC curve
dt_auc = roc_auc_score(y_test_arrest, tree_arrest.predict_proba(X_test_arrest)[:,1])

print("AUC for Decision tree: {:.3f}".format(dt_auc))

y_pred_proba_dt = tree_arrest.predict_proba(X_test_arrest)[::,1]

fpr, tpr, threshold = roc_curve(y_test_arrest,  y_pred_proba_dt)
auc = roc_auc_score(y_test_arrest, y_pred_proba_dt)
plt.plot(fpr,tpr,label="auc="+str(auc))
plt.legend(loc=4)
plt.ylabel('Recall')
plt.xlabel('1-specificity')
plt.title('ROC Curve')
plt.show()
AUC for Decision tree: 0.855
Out[15]:
[<matplotlib.lines.Line2D at 0x1c3a0faf98>]
Out[15]:
<matplotlib.legend.Legend at 0x1c51360b38>
Out[15]:
Text(0, 0.5, 'Recall')
Out[15]:
Text(0.5, 0, '1-specificity')
Out[15]:
Text(0.5, 1.0, 'ROC Curve')

Plot decision tree_arrest

In [16]:
# # Referenced to plot tree - https://medium.com/@rnbrown/creating-and-visualizing-decision-trees-with-python-f8e8fa394176
In [17]:
from sklearn.tree import export_graphviz
export_graphviz(
    tree_arrest,
    feature_names=features_arrest,
    out_file="tree_arrest.dot",
    max_depth=10
)
In [18]:
import graphviz
from IPython.display import display
with open("tree_arrest.dot") as f:
    dot_graph = f.read()
display(graphviz.Source(dot_graph))
Tree 0 Type_factor <= 10.5 gini = 0.405 samples = 5001653 value = [3588931, 1412722] 1 Type_factor <= 5.5 gini = 0.277 samples = 4260232 value = [3552238, 707994] 0->1 True 1424810 Type_factor <= 11.5 gini = 0.094 samples = 741421 value = [36693, 704728] 0->1424810 False 2 Location Description <= 3.5 gini = 0.195 samples = 2888921 value = [2572067, 316854] 1->2 734655 Type_factor <= 7.5 gini = 0.408 samples = 1371311 value = [980171, 391140] 1->734655 3 Location Description <= 1.5 gini = 0.161 samples = 2348211 value = [2141387, 206824] 2->3 550828 Location Description <= 4.5 gini = 0.324 samples = 540710 value = [430680, 110030] 2->550828 4 Type_factor <= 1.5 gini = 0.111 samples = 993012 value = [934237, 58775] 3->4 216543 Type_factor <= 0.5 gini = 0.195 samples = 1355199 value = [1207150, 148049] 3->216543 5 Type_factor <= 0.5 gini = 0.098 samples = 672645 value = [638034, 34611] 4->5 131908 Type_factor <= 3.5 gini = 0.139 samples = 320367 value = [296203, 24164] 4->131908 6 Location Description <= 0.5 gini = 0.137 samples = 195530 value = [181031, 14499] 5->6 53399 Year <= 2008.5 gini = 0.081 samples = 477115 value = [457003, 20112] 5->53399 7 Community Area <= 8.5 gini = 0.127 samples = 147074 value = [137080, 9994] 6->7 36784 Community Area <= 12.5 gini = 0.169 samples = 48456 value = [43951, 4505] 6->36784 8 Year <= 2013.5 gini = 0.076 samples = 13584 value = [13047, 537] 7->8 2411 District <= 4.5 gini = 0.132 samples = 133490 value = [124033, 9457] 7->2411 9 Beat <= 2427.5 gini = 0.073 samples = 12589 value = [12110, 479] 8->9 2158 Ward <= 14.0 gini = 0.11 samples = 995 value = [937, 58] 8->2158 10 Year <= 2007.5 gini = 0.071 samples = 11758 value = [11327, 431] 9->10 1987 Year <= 2007.5 gini = 0.109 samples = 831 value = [783, 48] 9->1987 11 (...) 10->11 1180 (...) 10->1180 1988 (...) 1987->1988 2099 (...) 1987->2099 2159 Month <= 8.0 gini = 0.469 samples = 8 value = [5, 3] 2158->2159 2166 Beat <= 1913.5 gini = 0.105 samples = 987 value = [932, 55] 2158->2166 2160 (...) 2159->2160 2161 (...) 2159->2161 2167 (...) 2166->2167 2216 (...) 2166->2216 2412 Year <= 2013.5 gini = 0.102 samples = 26408 value = [24980, 1428] 2411->2412 7915 Community Area <= 68.5 gini = 0.139 samples = 107082 value = [99053, 8029] 2411->7915 2413 District <= 1.5 gini = 0.098 samples = 23928 value = [22697, 1231] 2412->2413 7098 Beat <= 372.5 gini = 0.146 samples = 2480 value = [2283, 197] 2412->7098 2414 (...) 2413->2414 2615 (...) 2413->2615 7099 (...) 7098->7099 7444 (...) 7098->7444 7916 Year <= 2004.5 gini = 0.145 samples = 88261 value = [81300, 6961] 7915->7916 32811 Community Area <= 76.5 gini = 0.107 samples = 18821 value = [17753, 1068] 7915->32811 7917 (...) 7916->7917 13514 (...) 7916->13514 32812 (...) 32811->32812 36511 (...) 32811->36511 36785 Community Area <= 5.5 gini = 0.111 samples = 7109 value = [6688, 421] 36784->36785 38586 District <= 6.5 gini = 0.178 samples = 41347 value = [37263, 4084] 36784->38586 36786 Year <= 2007.5 gini = 0.135 samples = 4505 value = [4178, 327] 36785->36786 38103 Beat <= 1812.5 gini = 0.07 samples = 2604 value = [2510, 94] 36785->38103 36787 Beat <= 2172.0 gini = 0.155 samples = 1920 value = [1758, 162] 36786->36787 37456 Year <= 2009.5 gini = 0.12 samples = 2585 value = [2420, 165] 36786->37456 36788 (...) 36787->36788 36951 (...) 36787->36951 37457 (...) 37456->37457 37610 (...) 37456->37610 38104 Month <= 3.5 gini = 0.12 samples = 485 value = [454, 31] 38103->38104 38243 Year <= 2006.5 gini = 0.058 samples = 2119 value = [2056, 63] 38103->38243 38105 (...) 38104->38105 38128 (...) 38104->38128 38244 (...) 38243->38244 38441 (...) 38243->38441 38587 District <= 1.5 gini = 0.156 samples = 15941 value = [14585, 1356] 38586->38587 43618 Community Area <= 69.5 gini = 0.192 samples = 25406 value = [22678, 2728] 38586->43618 38588 Year <= 2006.5 gini = 0.053 samples = 661 value = [643, 18] 38587->38588 38685 Community Area <= 41.5 gini = 0.16 samples = 15280 value = [13942, 1338] 38587->38685 38589 (...) 38588->38589 38590 (...) 38588->38590 38686 (...) 38685->38686 39881 (...) 38685->39881 43619 Beat <= 828.0 gini = 0.198 samples = 23332 value = [20727, 2605] 43618->43619 52890 Beat <= 2212.5 gini = 0.112 samples = 2074 value = [1951, 123] 43618->52890 43620 (...) 43619->43620 45243 (...) 43619->45243 52891 (...) 52890->52891 53232 (...) 52890->53232 53400 Community Area <= 9.5 gini = 0.087 samples = 237786 value = [227007, 10779] 53399->53400 93563 Community Area <= 59.5 gini = 0.075 samples = 239329 value = [229996, 9333] 53399->93563 53401 Beat <= 1917.5 gini = 0.07 samples = 32077 value = [30914, 1163] 53400->53401 58248 Beat <= 321.5 gini = 0.089 samples = 205709 value = [196093, 9616] 53400->58248 53402 Beat <= 1912.5 gini = 0.077 samples = 8909 value = [8550, 359] 53401->53402 54883 Ward <= 45.0 gini = 0.067 samples = 23168 value = [22364, 804] 53401->54883 53403 Beat <= 1833.5 gini = 0.074 samples = 8222 value = [7904, 318] 53402->53403 54726 Location Description <= 0.5 gini = 0.112 samples = 687 value = [646, 41] 53402->54726 53404 (...) 53403->53404 54457 (...) 53403->54457 54727 (...) 54726->54727 54876 (...) 54726->54876 54884 Month <= 7.5 gini = 0.057 samples = 10275 value = [9976, 299] 54883->54884 56197 Month <= 6.5 gini = 0.075 samples = 12893 value = [12388, 505] 54883->56197 54885 (...) 54884->54885 55568 (...) 54884->55568 56198 (...) 56197->56198 57167 (...) 56197->57167 58249 Month <= 4.5 gini = 0.112 samples = 12855 value = [12090, 765] 58248->58249 61070 Beat <= 511.5 gini = 0.088 samples = 192854 value = [184003, 8851] 58248->61070 58250 Year <= 2006.5 gini = 0.14 samples = 3425 value = [3165, 260] 58249->58250 59123 Beat <= 217.5 gini = 0.101 samples = 9430 value = [8925, 505] 58249->59123 58251 (...) 58250->58251 58748 (...) 58250->58748 59124 (...) 59123->59124 59587 (...) 59123->59587 61071 Community Area <= 42.5 gini = 0.068 samples = 25926 value = [25007, 919] 61070->61071 64616 Location Description <= 0.5 gini = 0.091 samples = 166928 value = [158996, 7932] 61070->64616 61072 (...) 61071->61072 61077 (...) 61071->61077 64617 (...) 64616->64617 85756 (...) 64616->85756 93564 Year <= 2015.5 gini = 0.071 samples = 174349 value = [167927, 6422] 93563->93564 120893 Year <= 2015.5 gini = 0.086 samples = 64980 value = [62069, 2911] 93563->120893 93565 Community Area <= 1.5 gini = 0.072 samples = 161766 value = [155700, 6066] 93564->93565 118888 Month <= 9.5 gini = 0.055 samples = 12583 value = [12227, 356] 93564->118888 93566 Beat <= 2423.5 gini = 0.1 samples = 3450 value = [3268, 182] 93565->93566 94211 Location Description <= 0.5 gini = 0.072 samples = 158316 value = [152432, 5884] 93565->94211 93567 (...) 93566->93567 93802 (...) 93566->93802 94212 (...) 94211->94212 110565 (...) 94211->110565 118889 Beat <= 2423.5 gini = 0.062 samples = 9154 value = [8863, 291] 118888->118889 120518 Community Area <= 3.5 gini = 0.037 samples = 3429 value = [3364, 65] 118888->120518 118890 (...) 118889->118890 120321 (...) 118889->120321 120519 (...) 120518->120519 120560 (...) 120518->120560 120894 Community Area <= 66.5 gini = 0.088 samples = 60438 value = [57654, 2784] 120893->120894 131237 Beat <= 272.0 gini = 0.054 samples = 4542 value = [4415, 127] 120893->131237 120895 Beat <= 924.5 gini = 0.098 samples = 19398 value = [18391, 1007] 120894->120895 124540 Community Area <= 72.5 gini = 0.083 samples = 41040 value = [39263, 1777] 120894->124540 120896 (...) 120895->120896 123695 (...) 120895->123695 124541 (...) 124540->124541 129864 (...) 124540->129864 131238 Month <= 4.5 gini = 0.5 samples = 2 value = [1, 1] 131237->131238 131241 Community Area <= 61.5 gini = 0.054 samples = 4540 value = [4414, 126] 131237->131241 131239 (...) 131238->131239 131240 (...) 131238->131240 131242 (...) 131241->131242 131351 (...) 131241->131351 131909 Year <= 2007.5 gini = 0.327 samples = 42572 value = [33814, 8758] 131908->131909 155946 Type_factor <= 4.5 gini = 0.105 samples = 277795 value = [262389, 15406] 131908->155946 131910 Location Description <= 0.5 gini = 0.362 samples = 17557 value = [13385, 4172] 131909->131910 143311 Location Description <= 0.5 gini = 0.299 samples = 25015 value = [20429, 4586] 131909->143311 131911 Community Area <= 31.5 gini = 0.339 samples = 11888 value = [9322, 2566] 131910->131911 139396 District <= 6.5 gini = 0.406 samples = 5669 value = [4063, 1606] 131910->139396 131912 Community Area <= 8.5 gini = 0.368 samples = 4301 value = [3255, 1046] 131911->131912 134751 Year <= 2004.5 gini = 0.32 samples = 7587 value = [6067, 1520] 131911->134751 131913 Year <= 2003.5 gini = 0.302 samples = 800 value = [652, 148] 131912->131913 132372 Beat <= 1327.5 gini = 0.381 samples = 3501 value = [2603, 898] 131912->132372 131914 (...) 131913->131914 132105 (...) 131913->132105 132373 (...) 132372->132373 133214 (...) 132372->133214 134752 Beat <= 632.5 gini = 0.348 samples = 3119 value = [2418, 701] 134751->134752 137089 Type_factor <= 2.5 gini = 0.299 samples = 4468 value = [3649, 819] 134751->137089 134753 (...) 134752->134753 135842 (...) 134752->135842 137090 (...) 137089->137090 137965 (...) 137089->137965 139397 Year <= 2004.5 gini = 0.369 samples = 1977 value = [1494, 483] 139396->139397 140688 Ward <= 41.5 gini = 0.423 samples = 3692 value = [2569, 1123] 139396->140688 139398 Community Area <= 41.5 gini = 0.403 samples = 712 value = [513, 199] 139397->139398 139943 Beat <= 2122.5 gini = 0.348 samples = 1265 value = [981, 284] 139397->139943 139399 (...) 139398->139399 139474 (...) 139398->139474 139944 (...) 139943->139944 140669 (...) 139943->140669 140689 Beat <= 1317.5 gini = 0.435 samples = 3103 value = [2113, 990] 140688->140689 142930 Month <= 1.5 gini = 0.35 samples = 589 value = [456, 133] 140688->142930 140690 (...) 140689->140690 141859 (...) 140689->141859 142931 (...) 142930->142931 142952 (...) 142930->142952 143312 District <= 6.5 gini = 0.275 samples = 15683 value = [13107, 2576] 143311->143312 150755 Year <= 2014.5 gini = 0.338 samples = 9332 value = [7322, 2010] 143311->150755 143313 Month <= 8.5 gini = 0.23 samples = 4762 value = [4131, 631] 143312->143313 145426 Year <= 2012.5 gini = 0.293 samples = 10921 value = [8976, 1945] 143312->145426 143314 Beat <= 327.5 gini = 0.249 samples = 3294 value = [2814, 480] 143313->143314 144881 Beat <= 612.5 gini = 0.185 samples = 1468 value = [1317, 151] 143313->144881 143315 (...) 143314->143315 143692 (...) 143314->143692 144882 (...) 144881->144882 145371 (...) 144881->145371 145427 Type_factor <= 2.5 gini = 0.312 samples = 7554 value = [6090, 1464] 145426->145427 149096 Month <= 9.5 gini = 0.245 samples = 3367 value = [2886, 481] 145426->149096 145428 (...) 145427->145428 147031 (...) 145427->147031 149097 (...) 149096->149097 150528 (...) 149096->150528 150756 District <= 8.5 gini = 0.352 samples = 7977 value = [6155, 1822] 150755->150756 155283 Year <= 2015.5 gini = 0.239 samples = 1355 value = [1167, 188] 150755->155283 150757 Type_factor <= 2.5 gini = 0.321 samples = 3483 value = [2784, 699] 150756->150757 152588 Beat <= 928.0 gini = 0.375 samples = 4494 value = [3371, 1123] 150756->152588 150758 (...) 150757->150758 151505 (...) 150757->151505 152589 (...) 152588->152589 152834 (...) 152588->152834 155284 Beat <= 2521.5 gini = 0.281 samples = 697 value = [579, 118] 155283->155284 155675 Beat <= 1224.0 gini = 0.19 samples = 658 value = [588, 70] 155283->155675 155285 (...) 155284->155285 155640 (...) 155284->155640 155676 (...) 155675->155676 155797 (...) 155675->155797 155947 Year <= 2008.5 gini = 0.047 samples = 57716 value = [56322, 1394] 155946->155947 163090 Location Description <= 0.5 gini = 0.119 samples = 220079 value = [206067, 14012] 155946->163090 155948 Year <= 2005.5 gini = 0.068 samples = 24967 value = [24084, 883] 155947->155948 160229 Year <= 2013.5 gini = 0.031 samples = 32749 value = [32238, 511] 155947->160229 155949 District <= 17.5 gini = 0.088 samples = 9053 value = [8635, 418] 155948->155949 158254 Community Area <= 55.5 gini = 0.057 samples = 15914 value = [15449, 465] 155948->158254 155950 District <= 13.0 gini = 0.102 samples = 6004 value = [5681, 323] 155949->155950 157647 District <= 19.5 gini = 0.06 samples = 3049 value = [2954, 95] 155949->157647 155951 (...) 155950->155951 157234 (...) 155950->157234 157648 (...) 157647->157648 157845 (...) 157647->157845 158255 Location Description <= 0.5 gini = 0.05 samples = 11612 value = [11314, 298] 158254->158255 159528 Community Area <= 67.5 gini = 0.075 samples = 4302 value = [4135, 167] 158254->159528 158256 (...) 158255->158256 159209 (...) 158255->159209 159529 (...) 159528->159529 159886 (...) 159528->159886 160230 Beat <= 1523.5 gini = 0.041 samples = 19682 value = [19265, 417] 160229->160230 162381 Year <= 2015.5 gini = 0.014 samples = 13067 value = [12973, 94] 160229->162381 160231 Location Description <= 0.5 gini = 0.049 samples = 11061 value = [10783, 278] 160230->160231 161540 Ward <= 49.5 gini = 0.032 samples = 8621 value = [8482, 139] 160230->161540 160232 (...) 160231->160232 161221 (...) 160231->161221 161541 (...) 161540->161541 162338 (...) 161540->162338 162382 Ward <= 1.5 gini = 0.018 samples = 9136 value = [9053, 83] 162381->162382 163011 Community Area <= 74.5 gini = 0.006 samples = 3931 value = [3920, 11] 162381->163011 162383 (...) 162382->162383 162392 (...) 162382->162392 163012 (...) 163011->163012 163073 (...) 163011->163073 163091 Year <= 2007.5 gini = 0.107 samples = 158782 value = [149800, 8982] 163090->163091 197500 District <= 13.0 gini = 0.151 samples = 61297 value = [56267, 5030] 163090->197500 163092 Beat <= 914.5 gini = 0.118 samples = 68621 value = [64316, 4305] 163091->163092 179543 Community Area <= 40.5 gini = 0.098 samples = 90161 value = [85484, 4677] 163091->179543 163093 Beat <= 127.5 gini = 0.108 samples = 34581 value = [32609, 1972] 163092->163093 170410 Beat <= 1572.0 gini = 0.128 samples = 34040 value = [31707, 2333] 163092->170410 163094 (...) 163093->163094 163117 (...) 163093->163117 170411 (...) 170410->170411 174678 (...) 170410->174678 179544 Community Area <= 21.5 gini = 0.107 samples = 36830 value = [34741, 2089] 179543->179544 187677 Ward <= 14.5 gini = 0.092 samples = 53331 value = [50743, 2588] 179543->187677 179545 (...) 179544->179545 182976 (...) 179544->182976 187678 (...) 187677->187678 192085 (...) 187677->192085 197501 Year <= 2007.5 gini = 0.141 samples = 44131 value = [40768, 3363] 197500->197501 210396 Year <= 2009.5 gini = 0.175 samples = 17166 value = [15499, 1667] 197500->210396 197502 Beat <= 322.5 gini = 0.157 samples = 16383 value = [14979, 1404] 197501->197502 202831 Year <= 2012.5 gini = 0.131 samples = 27748 value = [25789, 1959] 197501->202831 197503 (...) 197502->197503 198420 (...) 197502->198420 202832 (...) 202831->202832 207541 (...) 202831->207541 210397 District <= 17.5 gini = 0.189 samples = 10738 value = [9603, 1135] 210396->210397 214328 Ward <= 38.5 gini = 0.152 samples = 6428 value = [5896, 532] 210396->214328 210398 (...) 210397->210398 212327 (...) 210397->212327 214329 (...) 214328->214329 215890 (...) 214328->215890 216544 Location Description <= 2.5 gini = 0.413 samples = 89566 value = [63414, 26152] 216543->216544 265735 Location Description <= 2.5 gini = 0.174 samples = 1265633 value = [1143736, 121897] 216543->265735 216545 Ward <= 39.5 gini = 0.223 samples = 38560 value = [33628, 4932] 216544->216545 231416 Year <= 2013.5 gini = 0.486 samples = 51006 value = [29786, 21220] 216544->231416 216546 Beat <= 123.5 gini = 0.272 samples = 25248 value = [21152, 4096] 216545->216546 228399 Community Area <= 54.5 gini = 0.118 samples = 13312 value = [12476, 836] 216545->228399 216547 Month <= 2.5 gini = 0.079 samples = 799 value = [766, 33] 216546->216547 216702 Community Area <= 42.5 gini = 0.277 samples = 24449 value = [20386, 4063] 216546->216702 216548 Ward <= 14.5 gini = 0.184 samples = 107 value = [96, 11] 216547->216548 216581 Year <= 2011.5 gini = 0.062 samples = 692 value = [670, 22] 216547->216581 216549 Month <= 1.5 gini = 0.145 samples = 102 value = [94, 8] 216548->216549 216578 Year <= 2005.5 gini = 0.48 samples = 5 value = [2, 3] 216548->216578 216550 (...) 216549->216550 216559 (...) 216549->216559 216579 (...) 216578->216579 216580 (...) 216578->216580 216582 Month <= 10.5 gini = 0.04 samples = 538 value = [527, 11] 216581->216582 216645 Month <= 4.5 gini = 0.133 samples = 154 value = [143, 11] 216581->216645 216583 (...) 216582->216583 216644 (...) 216582->216644 216646 (...) 216645->216646 216667 (...) 216645->216667 216703 Beat <= 1173.0 gini = 0.3 samples = 14645 value = [11953, 2692] 216702->216703 223992 Beat <= 322.5 gini = 0.241 samples = 9804 value = [8433, 1371] 216702->223992 216704 Beat <= 224.5 gini = 0.347 samples = 5796 value = [4502, 1294] 216703->216704 219925 Ward <= 29.5 gini = 0.266 samples = 8849 value = [7451, 1398] 216703->219925 216705 (...) 216704->216705 217544 (...) 216704->217544 219926 (...) 219925->219926 222387 (...) 219925->222387 223993 Year <= 2003.5 gini = 0.407 samples = 155 value = [111, 44] 223992->223993 224098 Beat <= 631.5 gini = 0.237 samples = 9649 value = [8322, 1327] 223992->224098 223994 (...) 223993->223994 224009 (...) 223993->224009 224099 (...) 224098->224099 225838 (...) 224098->225838 228400 Ward <= 44.5 gini = 0.158 samples = 7826 value = [7149, 677] 228399->228400 230929 Year <= 2005.5 gini = 0.056 samples = 5486 value = [5327, 159] 228399->230929 228401 Community Area <= 32.5 gini = 0.139 samples = 5459 value = [5049, 410] 228400->228401 229968 Ward <= 49.5 gini = 0.2 samples = 2367 value = [2100, 267] 228400->229968 228402 Beat <= 2178.0 gini = 0.138 samples = 5455 value = [5048, 407] 228401->228402 229965 Month <= 10.0 gini = 0.375 samples = 4 value = [1, 3] 228401->229965 228403 (...) 228402->228403 229838 (...) 228402->229838 229966 (...) 229965->229966 229967 (...) 229965->229967 229969 Beat <= 2311.5 gini = 0.217 samples = 2030 value = [1779, 251] 229968->229969 230864 Month <= 11.5 gini = 0.09 samples = 337 value = [321, 16] 229968->230864 229970 (...) 229969->229970 230551 (...) 229969->230551 230865 (...) 230864->230865 230920 (...) 230864->230920 230930 Beat <= 1632.5 gini = 0.23 samples = 241 value = [209, 32] 230929->230930 231045 Month <= 2.5 gini = 0.047 samples = 5245 value = [5118, 127] 230929->231045 230931 Year <= 2003.5 gini = 0.056 samples = 35 value = [34, 1] 230930->230931 230938 Month <= 3.5 gini = 0.256 samples = 206 value = [175, 31] 230930->230938 230932 (...) 230931->230932 230933 (...) 230931->230933 230939 (...) 230938->230939 230962 (...) 230938->230962 231046 Beat <= 1632.5 gini = 0.108 samples = 700 value = [660, 40] 231045->231046 231135 Beat <= 2017.5 gini = 0.038 samples = 4545 value = [4458, 87] 231045->231135 231047 (...) 231046->231047 231060 (...) 231046->231060 231136 (...) 231135->231136 231375 (...) 231135->231375 231417 Beat <= 172.5 gini = 0.477 samples = 44660 value = [27083, 17577] 231416->231417 260318 Community Area <= 18.5 gini = 0.489 samples = 6346 value = [2703, 3643] 231416->260318 231418 Year <= 2007.5 gini = 0.409 samples = 1974 value = [565, 1409] 231417->231418 232287 Year <= 2005.5 gini = 0.471 samples = 42686 value = [26518, 16168] 231417->232287 231419 Ward <= 15.0 gini = 0.268 samples = 1122 value = [179, 943] 231418->231419 231964 Year <= 2008.5 gini = 0.496 samples = 852 value = [386, 466] 231418->231964 231420 Year <= 2005.5 gini = 0.233 samples = 921 value = [124, 797] 231419->231420 231823 Year <= 2005.5 gini = 0.398 samples = 201 value = [55, 146] 231419->231823 231421 (...) 231420->231421 231684 (...) 231420->231684 231824 (...) 231823->231824 231917 (...) 231823->231917 231965 Month <= 11.5 gini = 0.333 samples = 223 value = [176, 47] 231964->231965 232038 Month <= 6.5 gini = 0.445 samples = 629 value = [210, 419] 231964->232038 231966 (...) 231965->231966 232033 (...) 231965->232033 232039 (...) 232038->232039 232178 (...) 232038->232178 232288 Beat <= 672.5 gini = 0.49 samples = 12361 value = [7037, 5324] 232287->232288 242467 Year <= 2008.5 gini = 0.459 samples = 30325 value = [19481, 10844] 232287->242467 232289 Beat <= 327.5 gini = 0.403 samples = 3261 value = [2348, 913] 232288->232289 234750 District <= 19.5 gini = 0.5 samples = 9100 value = [4689, 4411] 232288->234750 232290 (...) 232289->232290 233077 (...) 232289->233077 234751 (...) 234750->234751 240820 (...) 234750->240820 242468 Ward <= 46.5 gini = 0.44 samples = 14896 value = [10033, 4863] 242467->242468 250481 Community Area <= 39.5 gini = 0.475 samples = 15429 value = [9448, 5981] 242467->250481 242469 (...) 242468->242469 250122 (...) 242468->250122 250482 (...) 250481->250482 255167 (...) 250481->255167 260319 Ward <= 37.0 gini = 0.454 samples = 442 value = [288, 154] 260318->260319 260694 Ward <= 4.5 gini = 0.483 samples = 5904 value = [2415, 3489] 260318->260694 260320 Ward <= 31.5 gini = 0.325 samples = 98 value = [78, 20] 260319->260320 260379 Year <= 2015.5 gini = 0.476 samples = 344 value = [210, 134] 260319->260379 260321 Beat <= 1731.5 gini = 0.454 samples = 23 value = [15, 8] 260320->260321 260332 Month <= 11.5 gini = 0.269 samples = 75 value = [63, 12] 260320->260332 260322 (...) 260321->260322 260331 (...) 260321->260331 260333 (...) 260332->260333 260376 (...) 260332->260376 260380 Ward <= 45.5 gini = 0.494 samples = 224 value = [124, 100] 260379->260380 260607 Month <= 1.5 gini = 0.406 samples = 120 value = [86, 34] 260379->260607 260381 (...) 260380->260381 260526 (...) 260380->260526 260608 (...) 260607->260608 260613 (...) 260607->260613 260695 Community Area <= 39.5 gini = 0.481 samples = 342 value = [204, 138] 260694->260695 261014 Community Area <= 69.5 gini = 0.479 samples = 5562 value = [2211, 3351] 260694->261014 260696 Year <= 2014.5 gini = 0.464 samples = 279 value = [177, 102] 260695->260696 260953 Month <= 9.5 gini = 0.49 samples = 63 value = [27, 36] 260695->260953 260697 (...) 260696->260697 260778 (...) 260696->260778 260954 (...) 260953->260954 261003 (...) 260953->261003 261015 Community Area <= 60.5 gini = 0.473 samples = 5025 value = [1931, 3094] 261014->261015 265240 Beat <= 2211.5 gini = 0.499 samples = 537 value = [280, 257] 261014->265240 261016 (...) 261015->261016 264237 (...) 261015->264237 265241 (...) 265240->265241 265510 (...) 265240->265510 265736 Type_factor <= 1.5 gini = 0.266 samples = 507324 value = [427375, 79949] 265735->265736 416289 Type_factor <= 1.5 gini = 0.105 samples = 758309 value = [716361, 41948] 265735->416289 265737 Community Area <= 76.5 gini = 0.246 samples = 343009 value = [293638, 49371] 265736->265737 350912 Type_factor <= 4.5 gini = 0.303 samples = 164315 value = [133737, 30578] 265736->350912 265738 Beat <= 123.5 gini = 0.242 samples = 337511 value = [290050, 47461] 265737->265738 349569 Beat <= 2022.5 gini = 0.453 samples = 5498 value = [3588, 1910] 265737->349569 265739 Ward <= 34.5 gini = 0.1 samples = 23429 value = [22189, 1240] 265738->265739 268142 Ward <= 5.5 gini = 0.251 samples = 314082 value = [267861, 46221] 265738->268142 265740 Year <= 2011.5 gini = 0.119 samples = 5985 value = [5604, 381] 265739->265740 266649 Year <= 2007.5 gini = 0.094 samples = 17444 value = [16585, 859] 265739->266649 265741 (...) 265740->265741 266240 (...) 265740->266240 266650 (...) 266649->266650 267281 (...) 266649->267281 268143 Community Area <= 42.5 gini = 0.315 samples = 52932 value = [42553, 10379] 268142->268143 281564 Beat <= 2532.5 gini = 0.237 samples = 261150 value = [225308, 35842] 268142->281564 268144 (...) 268143->268144 279611 (...) 268143->279611 281565 (...) 281564->281565 348184 (...) 281564->348184 349570 Ward <= 44.0 gini = 0.263 samples = 1627 value = [1374, 253] 349569->349570 350117 Ward <= 44.0 gini = 0.49 samples = 3871 value = [2214, 1657] 349569->350117 349571 Year <= 2008.5 gini = 0.382 samples = 660 value = [490, 170] 349570->349571 349848 Year <= 2007.5 gini = 0.157 samples = 967 value = [884, 83] 349570->349848 349572 (...) 349571->349572 349717 (...) 349571->349717 349849 (...) 349848->349849 349996 (...) 349848->349996 350118 Year <= 2006.5 gini = 0.126 samples = 371 value = [346, 25] 350117->350118 350211 Ward <= 48.5 gini = 0.498 samples = 3500 value = [1868, 1632] 350117->350211 350119 (...) 350118->350119 350150 (...) 350118->350150 350212 (...) 350211->350212 350893 (...) 350211->350893 350913 Year <= 2014.5 gini = 0.368 samples = 88309 value = [66830, 21479] 350912->350913 386952 Community Area <= 37.5 gini = 0.211 samples = 76006 value = [66907, 9099] 350912->386952 350914 Community Area <= 37.5 gini = 0.384 samples = 80159 value = [59363, 20796] 350913->350914 384397 Type_factor <= 2.5 gini = 0.154 samples = 8150 value = [7467, 683] 350913->384397 350915 Beat <= 1134.5 gini = 0.412 samples = 52546 value = [37322, 15224] 350914->350915 371598 Beat <= 621.5 gini = 0.322 samples = 27613 value = [22041, 5572] 350914->371598 350916 (...) 350915->350916 357123 (...) 350915->357123 371599 (...) 371598->371599 375760 (...) 371598->375760 384398 Beat <= 118.0 gini = 0.265 samples = 650 value = [548, 102] 384397->384398 384757 Ward <= 28.5 gini = 0.143 samples = 7500 value = [6919, 581] 384397->384757 384399 (...) 384398->384399 384420 (...) 384398->384420 384758 (...) 384757->384758 386061 (...) 384757->386061 386953 District <= 1.5 gini = 0.238 samples = 41945 value = [36150, 5795] 386952->386953 404818 Beat <= 773.0 gini = 0.175 samples = 34061 value = [30757, 3304] 386952->404818 386954 Year <= 2005.5 gini = 0.32 samples = 3175 value = [2541, 634] 386953->386954 388647 Ward <= 1.5 gini = 0.231 samples = 38770 value = [33609, 5161] 386953->388647 386955 (...) 386954->386955 387520 (...) 386954->387520 388648 (...) 388647->388648 389591 (...) 388647->389591 404819 Month <= 2.5 gini = 0.154 samples = 19041 value = [17444, 1597] 404818->404819 410896 Ward <= 16.5 gini = 0.201 samples = 15020 value = [13313, 1707] 404818->410896 404820 (...) 404819->404820 405689 (...) 404819->405689 410897 (...) 410896->410897 413978 (...) 410896->413978 416290 Year <= 2007.5 gini = 0.093 samples = 529867 value = [503995, 25872] 416289->416290 499329 Type_factor <= 4.5 gini = 0.131 samples = 228442 value = [212366, 16076] 416289->499329 416291 Community Area <= 18.5 gini = 0.11 samples = 232230 value = [218606, 13624] 416290->416291 457708 Community Area <= 24.5 gini = 0.079 samples = 297637 value = [285389, 12248] 416290->457708 416292 Community Area <= 3.5 gini = 0.088 samples = 46516 value = [44366, 2150] 416291->416292 423659 Beat <= 672.5 gini = 0.116 samples = 185714 value = [174240, 11474] 416291->423659 416293 Ward <= 49.5 gini = 0.106 samples = 10594 value = [9997, 597] 416292->416293 418088 Community Area <= 7.5 gini = 0.083 samples = 35922 value = [34369, 1553] 416292->418088 416294 (...) 416293->416294 417781 (...) 416293->417781 418089 (...) 418088->418089 420066 (...) 418088->420066 423660 Year <= 2005.5 gini = 0.105 samples = 58840 value = [55583, 3257] 423659->423660 433645 Community Area <= 24.5 gini = 0.121 samples = 126874 value = [118657, 8217] 423659->433645 423661 (...) 423660->423661 430266 (...) 423660->430266 433646 (...) 433645->433646 439777 (...) 433645->439777 457709 Beat <= 2417.5 gini = 0.06 samples = 114886 value = [111313, 3573] 457708->457709 470836 Beat <= 672.5 gini = 0.09 samples = 182751 value = [174076, 8675] 457708->470836 457710 Beat <= 1212.5 gini = 0.055 samples = 97633 value = [94880, 2753] 457709->457710 468013 Year <= 2009.5 gini = 0.091 samples = 17253 value = [16433, 820] 457709->468013 457711 (...) 457710->457711 458504 (...) 457710->458504 468014 (...) 468013->468014 468965 (...) 468013->468965 470837 Community Area <= 42.5 gini = 0.082 samples = 71106 value = [68073, 3033] 470836->470837 481260 Beat <= 1173.0 gini = 0.096 samples = 111645 value = [106003, 5642] 470836->481260 470838 (...) 470837->470838 474531 (...) 470837->474531 481261 (...) 481260->481261 493310 (...) 481260->493310 499330 Year <= 2007.5 gini = 0.454 samples = 17808 value = [11616, 6192] 499329->499330 511089 Community Area <= 18.5 gini = 0.089 samples = 210634 value = [200750, 9884] 499329->511089 499331 Type_factor <= 3.5 gini = 0.482 samples = 8123 value = [4833, 3290] 499330->499331 505314 Ward <= 40.5 gini = 0.42 samples = 9685 value = [6783, 2902] 499330->505314 499332 Community Area <= 24.5 gini = 0.425 samples = 2122 value = [1472, 650] 499331->499332 500623 Ward <= 40.5 gini = 0.493 samples = 6001 value = [3361, 2640] 499331->500623 499333 (...) 499332->499333 499744 (...) 499332->499744 500624 (...) 500623->500624 504129 (...) 500623->504129 505315 Ward <= 8.5 gini = 0.446 samples = 7399 value = [4919, 2480] 505314->505315 509922 Ward <= 43.5 gini = 0.301 samples = 2286 value = [1864, 422] 505314->509922 505316 (...) 505315->505316 506527 (...) 505315->506527 509923 (...) 509922->509923 510414 (...) 509922->510414 511090 Year <= 2006.5 gini = 0.073 samples = 46703 value = [44927, 1776] 511089->511090 518631 Year <= 2007.5 gini = 0.094 samples = 163931 value = [155823, 8108] 511089->518631 511091 Beat <= 1621.5 gini = 0.088 samples = 15757 value = [15032, 725] 511090->511091 514256 District <= 5.0 gini = 0.066 samples = 30946 value = [29895, 1051] 511090->514256 511092 (...) 511091->511092 511185 (...) 511091->511185 514257 (...) 514256->514257 514260 (...) 514256->514260 518632 Community Area <= 32.5 gini = 0.102 samples = 70653 value = [66825, 3828] 518631->518632 534035 Beat <= 2524.5 gini = 0.088 samples = 93278 value = [88998, 4280] 518631->534035 518633 (...) 518632->518633 524890 (...) 518632->524890 534036 (...) 534035->534036 550099 (...) 534035->550099 550829 Type_factor <= 3.5 gini = 0.481 samples = 158539 value = [94562, 63977] 550828->550829 610006 Type_factor <= 0.5 gini = 0.212 samples = 382171 value = [336118, 46053] 550828->610006 550830 Beat <= 2532.5 gini = 0.494 samples = 138176 value = [76887, 61289] 550829->550830 602353 Year <= 2007.5 gini = 0.229 samples = 20363 value = [17675, 2688] 550829->602353 550831 Beat <= 131.5 gini = 0.491 samples = 132378 value = [75100, 57278] 550830->550831 600986 Beat <= 2533.5 gini = 0.426 samples = 5798 value = [1787, 4011] 550830->600986 550832 Beat <= 121.5 gini = 0.491 samples = 17152 value = [7423, 9729] 550831->550832 553405 Type_factor <= 0.5 gini = 0.485 samples = 115226 value = [67677, 47549] 550831->553405 550833 Year <= 2010.5 gini = 0.5 samples = 4693 value = [2373, 2320] 550832->550833 551884 Beat <= 122.5 gini = 0.482 samples = 12459 value = [5050, 7409] 550832->551884 550834 Type_factor <= 0.5 gini = 0.366 samples = 944 value = [716, 228] 550833->550834 551311 Beat <= 111.5 gini = 0.493 samples = 3749 value = [1657, 2092] 550833->551311 550835 Month <= 1.5 gini = 0.121 samples = 31 value = [29, 2] 550834->550835 550840 Community Area <= 30.0 gini = 0.373 samples = 913 value = [687, 226] 550834->550840 550836 (...) 550835->550836 550839 (...) 550835->550839 550841 (...) 550840->550841 550962 (...) 550840->550962 551312 Year <= 2013.5 gini = 0.442 samples = 1648 value = [544, 1104] 551311->551312 551461 Year <= 2013.5 gini = 0.498 samples = 2101 value = [1113, 988] 551311->551461 551313 (...) 551312->551313 551386 (...) 551312->551386 551462 (...) 551461->551462 551661 (...) 551461->551661 551885 Year <= 2012.5 gini = 0.461 samples = 8307 value = [2987, 5320] 551884->551885 552274 Year <= 2005.5 gini = 0.5 samples = 4152 value = [2063, 2089] 551884->552274 551886 Year <= 2007.5 gini = 0.455 samples = 8147 value = [2847, 5300] 551885->551886 552193 Type_factor <= 0.5 gini = 0.219 samples = 160 value = [140, 20] 551885->552193 551887 (...) 551886->551887 552054 (...) 551886->552054 552194 (...) 552193->552194 552197 (...) 552193->552197 552275 Beat <= 123.5 gini = 0.469 samples = 974 value = [366, 608] 552274->552275 552564 Beat <= 127.5 gini = 0.498 samples = 3178 value = [1697, 1481] 552274->552564 552276 (...) 552275->552276 552411 (...) 552275->552411 552565 (...) 552564->552565 553082 (...) 552564->553082 553406 Beat <= 427.5 gini = 0.299 samples = 3180 value = [2599, 581] 553405->553406 554819 Ward <= 15.5 gini = 0.487 samples = 112046 value = [65078, 46968] 553405->554819 553407 Beat <= 273.0 gini = 0.45 samples = 527 value = [347, 180] 553406->553407 553750 Community Area <= 9.5 gini = 0.257 samples = 2653 value = [2252, 401] 553406->553750 553408 Year <= 2002.5 gini = 0.18 samples = 70 value = [63, 7] 553407->553408 553433 Beat <= 312.5 gini = 0.471 samples = 457 value = [284, 173] 553407->553433 553409 (...) 553408->553409 553410 (...) 553408->553410 553434 (...) 553433->553434 553477 (...) 553433->553477 553751 Ward <= 43.5 gini = 0.11 samples = 584 value = [550, 34] 553750->553751 553886 Ward <= 23.5 gini = 0.292 samples = 2069 value = [1702, 367] 553750->553886 553752 (...) 553751->553752 553801 (...) 553751->553801 553887 (...) 553886->553887 554304 (...) 553886->554304 554820 Beat <= 511.5 gini = 0.497 samples = 40225 value = [21575, 18650] 554819->554820 570505 Beat <= 711.5 gini = 0.478 samples = 71821 value = [43503, 28318] 554819->570505 554821 Community Area <= 51.5 gini = 0.471 samples = 10571 value = [6561, 4010] 554820->554821 560180 Beat <= 517.5 gini = 0.5 samples = 29654 value = [15014, 14640] 554820->560180 554822 (...) 554821->554822 559691 (...) 554821->559691 560181 (...) 560180->560181 560654 (...) 560180->560654 570506 Beat <= 621.5 gini = 0.5 samples = 7521 value = [3716, 3805] 570505->570506 573559 Beat <= 1517.5 gini = 0.472 samples = 64300 value = [39787, 24513] 570505->573559 570507 (...) 570506->570507 572620 (...) 570506->572620 573560 (...) 573559->573560 581049 (...) 573559->581049 600987 Type_factor <= 0.5 gini = 0.377 samples = 4936 value = [1246, 3690] 600986->600987 601854 Ward <= 28.5 gini = 0.467 samples = 862 value = [541, 321] 600986->601854 600988 Year <= 2009.5 gini = 0.266 samples = 38 value = [32, 6] 600987->600988 601011 Community Area <= 24.0 gini = 0.373 samples = 4898 value = [1214, 3684] 600987->601011 600989 Year <= 2004.5 gini = 0.153 samples = 24 value = [22, 2] 600988->600989 601000 Month <= 8.5 gini = 0.408 samples = 14 value = [10, 4] 600988->601000 600990 Community Area <= 24.0 gini = 0.375 samples = 4 value = [3, 1] 600989->600990 600993 Month <= 4.0 gini = 0.095 samples = 20 value = [19, 1] 600989->600993 600991 (...) 600990->600991 600992 (...) 600990->600992 600994 (...) 600993->600994 600999 (...) 600993->600999 601001 Year <= 2011.0 gini = 0.18 samples = 10 value = [9, 1] 601000->601001 601008 Month <= 11.5 gini = 0.375 samples = 4 value = [1, 3] 601000->601008 601002 (...) 601001->601002 601003 (...) 601001->601003 601009 (...) 601008->601009 601010 (...) 601008->601010 601012 Community Area <= 19.5 gini = 0.442 samples = 1076 value = [355, 721] 601011->601012 601491 Year <= 2004.5 gini = 0.348 samples = 3822 value = [859, 2963] 601011->601491 601013 Year <= 2007.5 gini = 0.284 samples = 350 value = [60, 290] 601012->601013 601146 Ward <= 34.0 gini = 0.482 samples = 726 value = [295, 431] 601012->601146 601014 (...) 601013->601014 601047 (...) 601013->601047 601147 (...) 601146->601147 601306 (...) 601146->601306 601492 Month <= 7.5 gini = 0.463 samples = 319 value = [116, 203] 601491->601492 601555 Year <= 2014.5 gini = 0.334 samples = 3503 value = [743, 2760] 601491->601555 601493 (...) 601492->601493 601526 (...) 601492->601526 601556 (...) 601555->601556 601803 (...) 601555->601803 601855 Beat <= 2534.5 gini = 0.497 samples = 264 value = [121, 143] 601854->601855 602008 Beat <= 2534.5 gini = 0.418 samples = 598 value = [420, 178] 601854->602008 601856 Year <= 2008.5 gini = 0.472 samples = 218 value = [83, 135] 601855->601856 601985 Year <= 2007.5 gini = 0.287 samples = 46 value = [38, 8] 601855->601985 601857 Year <= 2004.5 gini = 0.403 samples = 157 value = [44, 113] 601856->601857 601946 Month <= 3.5 gini = 0.461 samples = 61 value = [39, 22] 601856->601946 601858 (...) 601857->601858 601895 (...) 601857->601895 601947 (...) 601946->601947 601960 (...) 601946->601960 601986 Year <= 2002.5 gini = 0.117 samples = 16 value = [15, 1] 601985->601986 601991 Year <= 2009.5 gini = 0.358 samples = 30 value = [23, 7] 601985->601991 601987 (...) 601986->601987 601990 (...) 601986->601990 601992 (...) 601991->601992 602001 (...) 601991->602001 602009 Ward <= 34.0 gini = 0.315 samples = 383 value = [308, 75] 602008->602009 602210 Year <= 2007.5 gini = 0.499 samples = 215 value = [112, 103] 602008->602210 602010 Year <= 2002.5 gini = 0.277 samples = 319 value = [266, 53] 602009->602010 602179 Year <= 2006.5 gini = 0.451 samples = 64 value = [42, 22] 602009->602179 602011 (...) 602010->602011 602030 (...) 602010->602030 602180 (...) 602179->602180 602191 (...) 602179->602191 602211 Month <= 10.5 gini = 0.316 samples = 61 value = [49, 12] 602210->602211 602256 Month <= 8.5 gini = 0.483 samples = 154 value = [63, 91] 602210->602256 602212 (...) 602211->602212 602251 (...) 602211->602251 602257 (...) 602256->602257 602310 (...) 602256->602310 602354 Type_factor <= 4.5 gini = 0.282 samples = 8479 value = [7038, 1441] 602353->602354 606257 Year <= 2012.5 gini = 0.188 samples = 11884 value = [10637, 1247] 602353->606257 602355 Beat <= 1872.5 gini = 0.331 samples = 4597 value = [3633, 964] 602354->602355 604724 Beat <= 123.5 gini = 0.216 samples = 3882 value = [3405, 477] 602354->604724 602356 Beat <= 824.5 gini = 0.355 samples = 3344 value = [2573, 771] 602355->602356 604115 Community Area <= 35.5 gini = 0.261 samples = 1253 value = [1060, 193] 602355->604115 602357 Ward <= 20.5 gini = 0.319 samples = 1218 value = [975, 243] 602356->602357 602918 Ward <= 13.5 gini = 0.373 samples = 2126 value = [1598, 528] 602356->602918 602358 Ward <= 6.5 gini = 0.243 samples = 692 value = [594, 98] 602357->602358 602639 Ward <= 22.0 gini = 0.399 samples = 526 value = [381, 145] 602357->602639 602359 (...) 602358->602359 602540 (...) 602358->602540 602640 (...) 602639->602640 602705 (...) 602639->602705 602919 Community Area <= 59.5 gini = 0.434 samples = 500 value = [341, 159] 602918->602919 603246 Ward <= 26.5 gini = 0.351 samples = 1626 value = [1257, 369] 602918->603246 602920 (...) 602919->602920 603089 (...) 602919->603089 603247 (...) 603246->603247 603354 (...) 603246->603354 604116 Beat <= 1927.5 gini = 0.286 samples = 996 value = [824, 172] 604115->604116 604625 Year <= 2002.5 gini = 0.15 samples = 257 value = [236, 21] 604115->604625 604117 Beat <= 1911.5 gini = 0.126 samples = 148 value = [138, 10] 604116->604117 604164 Beat <= 2514.5 gini = 0.309 samples = 848 value = [686, 162] 604116->604164 604118 (...) 604117->604118 604119 (...) 604117->604119 604165 (...) 604164->604165 604532 (...) 604164->604532 604626 District <= 21.0 gini = 0.257 samples = 33 value = [28, 5] 604625->604626 604645 Beat <= 2217.0 gini = 0.133 samples = 224 value = [208, 16] 604625->604645 604627 (...) 604626->604627 604644 (...) 604626->604644 604646 (...) 604645->604646 604697 (...) 604645->604697 604725 Month <= 7.5 gini = 0.456 samples = 128 value = [83, 45] 604724->604725 604806 Ward <= 48.5 gini = 0.204 samples = 3754 value = [3322, 432] 604724->604806 604726 Month <= 4.5 gini = 0.498 samples = 68 value = [36, 32] 604725->604726 604773 Beat <= 117.5 gini = 0.339 samples = 60 value = [47, 13] 604725->604773 604727 Beat <= 117.5 gini = 0.456 samples = 37 value = [24, 13] 604726->604727 604754 Year <= 2006.5 gini = 0.475 samples = 31 value = [12, 19] 604726->604754 604728 (...) 604727->604728 604729 (...) 604727->604729 604755 (...) 604754->604755 604772 (...) 604754->604772 604774 gini = 0.0 samples = 20 value = [20, 0] 604773->604774 604775 Year <= 2005.5 gini = 0.439 samples = 40 value = [27, 13] 604773->604775 604776 (...) 604775->604776 604795 (...) 604775->604795 604807 Beat <= 523.5 gini = 0.21 samples = 3586 value = [3159, 427] 604806->604807 606226 Community Area <= 1.5 gini = 0.058 samples = 168 value = [163, 5] 604806->606226 604808 Ward <= 4.5 gini = 0.143 samples = 453 value = [418, 35] 604807->604808 604945 Beat <= 2518.0 gini = 0.219 samples = 3133 value = [2741, 392] 604807->604945 604809 (...) 604808->604809 604856 (...) 604808->604856 604946 (...) 604945->604946 606189 (...) 604945->606189 606227 Month <= 9.5 gini = 0.114 samples = 66 value = [62, 4] 606226->606227 606250 Month <= 4.5 gini = 0.019 samples = 102 value = [101, 1] 606226->606250 606228 (...) 606227->606228 606235 (...) 606227->606235 606251 (...) 606250->606251 606256 (...) 606250->606256 606258 Ward <= 42.5 gini = 0.209 samples = 7832 value = [6902, 930] 606257->606258 608831 Type_factor <= 4.5 gini = 0.144 samples = 4052 value = [3735, 317] 606257->608831 606259 Community Area <= 69.5 gini = 0.221 samples = 6670 value = [5828, 842] 606258->606259 608516 Year <= 2008.5 gini = 0.14 samples = 1162 value = [1074, 88] 606258->608516 606260 Beat <= 112.5 gini = 0.225 samples = 6228 value = [5422, 806] 606259->606260 608393 Month <= 2.5 gini = 0.15 samples = 442 value = [406, 36] 606259->608393 606261 Type_factor <= 4.5 gini = 0.082 samples = 117 value = [112, 5] 606260->606261 606288 Community Area <= 52.5 gini = 0.228 samples = 6111 value = [5310, 801] 606260->606288 606262 (...) 606261->606262 606283 (...) 606261->606283 606289 (...) 606288->606289 607916 (...) 606288->607916 608394 Year <= 2009.5 gini = 0.256 samples = 73 value = [62, 11] 608393->608394 608423 Year <= 2008.5 gini = 0.126 samples = 369 value = [344, 25] 608393->608423 608395 (...) 608394->608395 608412 (...) 608394->608412 608424 (...) 608423->608424 608427 (...) 608423->608427 608517 Community Area <= 14.0 gini = 0.084 samples = 343 value = [328, 15] 608516->608517 608584 Community Area <= 5.5 gini = 0.162 samples = 819 value = [746, 73] 608516->608584 608518 Beat <= 2332.5 gini = 0.06 samples = 290 value = [281, 9] 608517->608518 608555 Beat <= 1623.5 gini = 0.201 samples = 53 value = [47, 6] 608517->608555 608519 (...) 608518->608519 608532 (...) 608518->608532 608556 (...) 608555->608556 608559 (...) 608555->608559 608585 Ward <= 46.5 gini = 0.206 samples = 344 value = [304, 40] 608584->608585 608704 Year <= 2011.5 gini = 0.129 samples = 475 value = [442, 33] 608584->608704 608586 (...) 608585->608586 608633 (...) 608585->608633 608705 (...) 608704->608705 608788 (...) 608704->608788 608832 Beat <= 1827.5 gini = 0.12 samples = 2851 value = [2669, 182] 608831->608832 609489 Beat <= 1973.0 gini = 0.2 samples = 1201 value = [1066, 135] 608831->609489 608833 Community Area <= 48.5 gini = 0.093 samples = 1825 value = [1736, 89] 608832->608833 609230 Community Area <= 7.5 gini = 0.165 samples = 1026 value = [933, 93] 608832->609230 608834 Year <= 2014.5 gini = 0.073 samples = 1449 value = [1394, 55] 608833->608834 609095 Beat <= 511.5 gini = 0.164 samples = 376 value = [342, 34] 608833->609095 608835 (...) 608834->608835 609014 (...) 608834->609014 609096 (...) 609095->609096 609097 (...) 609095->609097 609231 Beat <= 2423.5 gini = 0.063 samples = 277 value = [268, 9] 609230->609231 609278 Community Area <= 21.5 gini = 0.199 samples = 749 value = [665, 84] 609230->609278 609232 (...) 609231->609232 609271 (...) 609231->609271 609279 (...) 609278->609279 609446 (...) 609278->609446 609490 Community Area <= 57.5 gini = 0.222 samples = 1001 value = [874, 127] 609489->609490 609965 Beat <= 2518.0 gini = 0.077 samples = 200 value = [192, 8] 609489->609965 609491 Beat <= 113.5 gini = 0.191 samples = 787 value = [703, 84] 609490->609491 609834 Ward <= 13.5 gini = 0.321 samples = 214 value = [171, 43] 609490->609834 609492 (...) 609491->609492 609523 (...) 609491->609523 609835 (...) 609834->609835 609902 (...) 609834->609902 609966 Community Area <= 72.5 gini = 0.044 samples = 133 value = [130, 3] 609965->609966 609985 Month <= 4.5 gini = 0.138 samples = 67 value = [62, 5] 609965->609985 609967 (...) 609966->609967 609974 (...) 609966->609974 609986 (...) 609985->609986 609987 (...) 609985->609987 610007 Location Description <= 7.5 gini = 0.497 samples = 20393 value = [9385, 11008] 610006->610007 621158 Type_factor <= 1.5 gini = 0.175 samples = 361778 value = [326733, 35045] 610006->621158 610008 Location Description <= 6.5 gini = 0.466 samples = 9794 value = [6176, 3618] 610007->610008 615327 Year <= 2012.5 gini = 0.422 samples = 10599 value = [3209, 7390] 610007->615327 610009 Location Description <= 5.5 gini = 0.401 samples = 4999 value = [3614, 1385] 610008->610009 612624 Beat <= 773.0 gini = 0.498 samples = 4795 value = [2562, 2233] 610008->612624 610010 Ward <= 38.5 gini = 0.489 samples = 2067 value = [1189, 878] 610009->610010 611329 Year <= 2005.5 gini = 0.286 samples = 2932 value = [2425, 507] 610009->611329 610011 Community Area <= 34.5 gini = 0.495 samples = 1767 value = [969, 798] 610010->610011 611160 Ward <= 44.5 gini = 0.391 samples = 300 value = [220, 80] 610010->611160 610012 Beat <= 1033.5 gini = 0.494 samples = 798 value = [354, 444] 610011->610012 610531 Year <= 2013.5 gini = 0.464 samples = 969 value = [615, 354] 610011->610531 610013 (...) 610012->610013 610128 (...) 610012->610128 610532 (...) 610531->610532 611025 (...) 610531->611025 611161 Year <= 2007.5 gini = 0.326 samples = 171 value = [136, 35] 611160->611161 611262 Month <= 1.5 gini = 0.454 samples = 129 value = [84, 45] 611160->611262 611162 (...) 611161->611162 611225 (...) 611161->611225 611263 (...) 611262->611263 611266 (...) 611262->611266 611330 Year <= 2003.5 gini = 0.359 samples = 572 value = [438, 134] 611329->611330 611685 District <= 2.5 gini = 0.266 samples = 2360 value = [1987, 373] 611329->611685 611331 Community Area <= 69.5 gini = 0.31 samples = 302 value = [244, 58] 611330->611331 611496 Beat <= 1372.0 gini = 0.404 samples = 270 value = [194, 76] 611330->611496 611332 (...) 611331->611332 611477 (...) 611331->611477 611497 (...) 611496->611497 611620 (...) 611496->611620 611686 Community Area <= 39.5 gini = 0.144 samples = 282 value = [260, 22] 611685->611686 611787 Year <= 2007.5 gini = 0.281 samples = 2078 value = [1727, 351] 611685->611787 611687 (...) 611686->611687 611756 (...) 611686->611756 611788 (...) 611787->611788 611971 (...) 611787->611971 612625 Community Area <= 51.5 gini = 0.44 samples = 1433 value = [468, 965] 612624->612625 613456 Year <= 2005.5 gini = 0.47 samples = 3362 value = [2094, 1268] 612624->613456 612626 Community Area <= 36.0 gini = 0.488 samples = 728 value = [308, 420] 612625->612626 613083 Beat <= 623.5 gini = 0.351 samples = 705 value = [160, 545] 612625->613083 612627 Year <= 2003.5 gini = 0.475 samples = 111 value = [68, 43] 612626->612627 612704 Year <= 2013.5 gini = 0.475 samples = 617 value = [240, 377] 612626->612704 612628 (...) 612627->612628 612661 (...) 612627->612661 612705 (...) 612704->612705 613044 (...) 612704->613044 613084 Year <= 2009.5 gini = 0.413 samples = 309 value = [90, 219] 613083->613084 613249 Community Area <= 67.5 gini = 0.291 samples = 396 value = [70, 326] 613083->613249 613085 (...) 613084->613085 613180 (...) 613084->613180 613250 (...) 613249->613250 613361 (...) 613249->613361 613457 Ward <= 28.5 gini = 0.486 samples = 793 value = [329, 464] 613456->613457 614014 Community Area <= 22.5 gini = 0.43 samples = 2569 value = [1765, 804] 613456->614014 613458 Beat <= 1222.5 gini = 0.399 samples = 455 value = [125, 330] 613457->613458 613751 Community Area <= 19.5 gini = 0.479 samples = 338 value = [204, 134] 613457->613751 613459 (...) 613458->613459 613654 (...) 613458->613654 613752 (...) 613751->613752 613879 (...) 613751->613879 614015 Year <= 2011.5 gini = 0.32 samples = 756 value = [605, 151] 614014->614015 614350 District <= 8.5 gini = 0.461 samples = 1813 value = [1160, 653] 614014->614350 614016 (...) 614015->614016 614265 (...) 614015->614265 614351 (...) 614350->614351 614654 (...) 614350->614654 615328 Community Area <= 42.5 gini = 0.454 samples = 7636 value = [2656, 4980] 615327->615328 619637 Year <= 2015.5 gini = 0.304 samples = 2963 value = [553, 2410] 615327->619637 615329 Location Description <= 8.5 gini = 0.42 samples = 5370 value = [1612, 3758] 615328->615329 618180 District <= 6.5 gini = 0.497 samples = 2266 value = [1044, 1222] 615328->618180 615330 Beat <= 1312.5 gini = 0.491 samples = 941 value = [409, 532] 615329->615330 615945 Ward <= 29.5 gini = 0.396 samples = 4429 value = [1203, 3226] 615329->615945 615331 Ward <= 24.5 gini = 0.494 samples = 315 value = [175, 140] 615330->615331 615552 Beat <= 2312.5 gini = 0.468 samples = 626 value = [234, 392] 615330->615552 615332 (...) 615331->615332 615453 (...) 615331->615453 615553 (...) 615552->615553 615822 (...) 615552->615822 615946 Ward <= 8.5 gini = 0.334 samples = 2765 value = [587, 2178] 615945->615946 617259 Year <= 2007.5 gini = 0.466 samples = 1664 value = [616, 1048] 615945->617259 615947 (...) 615946->615947 616334 (...) 615946->616334 617260 (...) 617259->617260 617655 (...) 617259->617655 618181 Year <= 2009.5 gini = 0.499 samples = 967 value = [500, 467] 618180->618181 618776 Community Area <= 63.5 gini = 0.487 samples = 1299 value = [544, 755] 618180->618776 618182 Month <= 2.5 gini = 0.487 samples = 670 value = [390, 280] 618181->618182 618571 Beat <= 631.5 gini = 0.466 samples = 297 value = [110, 187] 618181->618571 618183 (...) 618182->618183 618238 (...) 618182->618238 618572 (...) 618571->618572 618775 (...) 618571->618775 618777 Community Area <= 56.5 gini = 0.452 samples = 438 value = [151, 287] 618776->618777 619040 Ward <= 17.5 gini = 0.496 samples = 861 value = [393, 468] 618776->619040 618778 (...) 618777->618778 618811 (...) 618777->618811 619041 (...) 619040->619041 619398 (...) 619040->619398 619638 Beat <= 127.5 gini = 0.272 samples = 2446 value = [397, 2049] 619637->619638 620801 Beat <= 1022.5 gini = 0.421 samples = 517 value = [156, 361] 619637->620801 619639 Beat <= 112.5 gini = 0.454 samples = 23 value = [15, 8] 619638->619639 619658 Location Description <= 8.5 gini = 0.266 samples = 2423 value = [382, 2041] 619638->619658 619640 Year <= 2014.5 gini = 0.219 samples = 8 value = [7, 1] 619639->619640 619647 Beat <= 123.5 gini = 0.498 samples = 15 value = [8, 7] 619639->619647 619641 (...) 619640->619641 619642 (...) 619640->619642 619648 (...) 619647->619648 619657 (...) 619647->619657 619659 District <= 19.5 gini = 0.38 samples = 318 value = [81, 237] 619658->619659 619848 Community Area <= 75.5 gini = 0.245 samples = 2105 value = [301, 1804] 619658->619848 619660 (...) 619659->619660 619827 (...) 619659->619827 619849 (...) 619848->619849 620790 (...) 619848->620790 620802 Beat <= 221.5 gini = 0.331 samples = 277 value = [58, 219] 620801->620802 620971 Beat <= 1027.5 gini = 0.483 samples = 240 value = [98, 142] 620801->620971 620803 Month <= 10.0 gini = 0.498 samples = 15 value = [8, 7] 620802->620803 620824 Month <= 10.5 gini = 0.309 samples = 262 value = [50, 212] 620802->620824 620804 (...) 620803->620804 620823 (...) 620803->620823 620825 (...) 620824->620825 620956 (...) 620824->620956 620972 Month <= 10.0 gini = 0.278 samples = 6 value = [5, 1] 620971->620972 620975 Community Area <= 74.0 gini = 0.479 samples = 234 value = [93, 141] 620971->620975 620973 (...) 620972->620973 620974 (...) 620972->620974 620976 (...) 620975->620976 621153 (...) 620975->621153 621159 Location Description <= 5.5 gini = 0.142 samples = 270962 value = [250176, 20786] 621158->621159 701798 Type_factor <= 4.5 gini = 0.265 samples = 90816 value = [76557, 14259] 621158->701798 621160 Year <= 2007.5 gini = 0.098 samples = 75642 value = [71744, 3898] 621159->621160 638033 Beat <= 672.5 gini = 0.158 samples = 195320 value = [178432, 16888] 621159->638033 621161 Beat <= 127.5 gini = 0.112 samples = 33507 value = [31503, 2004] 621160->621161 630092 Community Area <= 65.5 gini = 0.086 samples = 42135 value = [40241, 1894] 621160->630092 621162 Year <= 2001.5 gini = 0.046 samples = 1776 value = [1734, 42] 621161->621162 621367 Beat <= 2513.5 gini = 0.116 samples = 31731 value = [29769, 1962] 621161->621367 621163 Month <= 9.0 gini = 0.5 samples = 2 value = [1, 1] 621162->621163 621166 Year <= 2006.5 gini = 0.045 samples = 1774 value = [1733, 41] 621162->621166 621164 (...) 621163->621164 621165 (...) 621163->621165 621167 (...) 621166->621167 621354 (...) 621166->621354 621368 Ward <= 30.5 gini = 0.114 samples = 30490 value = [28646, 1844] 621367->621368 629621 Community Area <= 21.5 gini = 0.172 samples = 1241 value = [1123, 118] 621367->629621 621369 (...) 621368->621369 627126 (...) 621368->627126 629622 (...) 629621->629622 629867 (...) 629621->629867 630093 Community Area <= 1.5 gini = 0.083 samples = 37083 value = [35481, 1602] 630092->630093 636832 Community Area <= 71.5 gini = 0.109 samples = 5052 value = [4760, 292] 630092->636832 630094 Month <= 8.5 gini = 0.175 samples = 320 value = [289, 31] 630093->630094 630185 Ward <= 29.5 gini = 0.082 samples = 36763 value = [35192, 1571] 630093->630185 630095 (...) 630094->630095 630146 (...) 630094->630146 630186 (...) 630185->630186 634485 (...) 630185->634485 636833 Beat <= 828.0 gini = 0.12 samples = 3318 value = [3105, 213] 636832->636833 637680 Year <= 2012.5 gini = 0.087 samples = 1734 value = [1655, 79] 636832->637680 636834 (...) 636833->636834 637431 (...) 636833->637431 637681 (...) 637680->637681 637898 (...) 637680->637898 638034 Beat <= 123.5 gini = 0.138 samples = 49824 value = [46118, 3706] 638033->638034 653181 Community Area <= 27.5 gini = 0.165 samples = 145496 value = [132314, 13182] 638033->653181 638035 Community Area <= 30.0 gini = 0.103 samples = 4961 value = [4692, 269] 638034->638035 639226 Ward <= 5.5 gini = 0.141 samples = 44863 value = [41426, 3437] 638034->639226 638036 Month <= 1.5 gini = 0.071 samples = 1196 value = [1152, 44] 638035->638036 638241 Location Description <= 7.5 gini = 0.112 samples = 3765 value = [3540, 225] 638035->638241 638037 (...) 638036->638037 638074 (...) 638036->638074 638242 (...) 638241->638242 638443 (...) 638241->638443 639227 Year <= 2015.5 gini = 0.16 samples = 11697 value = [10674, 1023] 639226->639227 643272 Ward <= 7.5 gini = 0.135 samples = 33166 value = [30752, 2414] 639226->643272 639228 (...) 639227->639228 643125 (...) 639227->643125 643273 (...) 643272->643273 645592 (...) 643272->645592 653182 Location Description <= 7.5 gini = 0.155 samples = 85330 value = [78126, 7204] 653181->653182 679973 Community Area <= 64.5 gini = 0.179 samples = 60166 value = [54188, 5978] 653181->679973 653183 Location Description <= 6.5 gini = 0.134 samples = 30393 value = [28202, 2191] 653182->653183 661474 Community Area <= 16.5 gini = 0.166 samples = 54937 value = [49924, 5013] 653182->661474 653184 (...) 653183->653184 656355 (...) 653183->656355 661475 (...) 661474->661475 670264 (...) 661474->670264 679974 Location Description <= 6.5 gini = 0.191 samples = 32886 value = [29361, 3525] 679973->679974 692395 Year <= 2006.5 gini = 0.164 samples = 27280 value = [24827, 2453] 679973->692395 679975 (...) 679974->679975 682170 (...) 679974->682170 692396 (...) 692395->692396 695567 (...) 692395->695567 701799 Location Description <= 7.5 gini = 0.45 samples = 21739 value = [14302, 7437] 701798->701799 713948 Location Description <= 8.5 gini = 0.178 samples = 69077 value = [62255, 6822] 701798->713948 701800 Location Description <= 5.5 gini = 0.388 samples = 11139 value = [8201, 2938] 701799->701800 707743 Type_factor <= 3.5 gini = 0.489 samples = 10600 value = [6101, 4499] 701799->707743 701801 Ward <= 33.5 gini = 0.463 samples = 3088 value = [1966, 1122] 701800->701801 703628 Community Area <= 31.5 gini = 0.349 samples = 8051 value = [6235, 1816] 701800->703628 701802 Beat <= 131.5 gini = 0.482 samples = 2089 value = [1240, 849] 701801->701802 703039 Beat <= 1923.5 gini = 0.397 samples = 999 value = [726, 273] 701801->703039 701803 (...) 701802->701803 701856 (...) 701802->701856 703040 (...) 703039->703040 703429 (...) 703039->703429 703629 Year <= 2007.5 gini = 0.385 samples = 4324 value = [3199, 1125] 703628->703629 706026 Year <= 2015.5 gini = 0.302 samples = 3727 value = [3036, 691] 703628->706026 703630 (...) 703629->703630 704651 (...) 703629->704651 706027 (...) 706026->706027 707686 (...) 706026->707686 707744 Ward <= 38.5 gini = 0.408 samples = 5489 value = [3921, 1568] 707743->707744 710849 Location Description <= 8.5 gini = 0.489 samples = 5111 value = [2180, 2931] 707743->710849 707745 Location Description <= 8.5 gini = 0.387 samples = 4444 value = [3278, 1166] 707744->707745 710182 Year <= 2007.5 gini = 0.473 samples = 1045 value = [643, 402] 707744->710182 707746 (...) 707745->707746 708701 (...) 707745->708701 710183 (...) 710182->710183 710486 (...) 710182->710486 710850 Year <= 2007.5 gini = 0.305 samples = 811 value = [152, 659] 710849->710850 711177 Year <= 2013.5 gini = 0.498 samples = 4300 value = [2028, 2272] 710849->711177 710851 (...) 710850->710851 711006 (...) 710850->711006 711178 (...) 711177->711178 713543 (...) 711177->713543 713949 Location Description <= 7.5 gini = 0.142 samples = 60793 value = [56121, 4672] 713948->713949 730352 Year <= 2006.5 gini = 0.384 samples = 8284 value = [6134, 2150] 713948->730352 713950 Location Description <= 5.5 gini = 0.122 samples = 50581 value = [47273, 3308] 713949->713950 726373 District <= 7.5 gini = 0.231 samples = 10212 value = [8848, 1364] 713949->726373 713951 Ward <= 40.5 gini = 0.089 samples = 23950 value = [22829, 1121] 713950->713951 718968 Location Description <= 6.5 gini = 0.151 samples = 26631 value = [24444, 2187] 713950->718968 713952 (...) 713951->713952 718065 (...) 713951->718065 718969 (...) 718968->718969 722194 (...) 718968->722194 726374 Beat <= 472.5 gini = 0.137 samples = 2759 value = [2555, 204] 726373->726374 727159 Beat <= 2512.5 gini = 0.263 samples = 7453 value = [6293, 1160] 726373->727159 726375 (...) 726374->726375 726848 (...) 726374->726848 727160 (...) 727159->727160 730051 (...) 727159->730051 730353 Year <= 2003.5 gini = 0.258 samples = 3987 value = [3380, 607] 730352->730353 731988 District <= 7.5 gini = 0.46 samples = 4297 value = [2754, 1543] 730352->731988 730354 Community Area <= 32.5 gini = 0.416 samples = 516 value = [364, 152] 730353->730354 730695 Community Area <= 36.0 gini = 0.228 samples = 3471 value = [3016, 455] 730353->730695 730355 (...) 730354->730355 730568 (...) 730354->730568 730696 (...) 730695->730696 731535 (...) 730695->731535 731989 Year <= 2010.5 gini = 0.367 samples = 1115 value = [845, 270] 731988->731989 732616 Ward <= 1.5 gini = 0.48 samples = 3182 value = [1909, 1273] 731988->732616 731990 (...) 731989->731990 732351 (...) 731989->732351 732617 (...) 732616->732617 732710 (...) 732616->732710 734656 Location Description <= 1.5 gini = 0.404 samples = 151298 value = [42544, 108754] 734655->734656 808491 Community Area <= 22.5 gini = 0.356 samples = 1220013 value = [937627, 282386] 734655->808491 734657 Beat <= 313.5 gini = 0.495 samples = 45883 value = [20629, 25254] 734656->734657 767302 Location Description <= 2.5 gini = 0.329 samples = 105415 value = [21915, 83500] 734656->767302 734658 Beat <= 231.5 gini = 0.396 samples = 4190 value = [1141, 3049] 734657->734658 737049 Year <= 2007.5 gini = 0.498 samples = 41693 value = [19488, 22205] 734657->737049 734659 Year <= 2005.5 gini = 0.474 samples = 1595 value = [616, 979] 734658->734659 735810 Community Area <= 68.5 gini = 0.323 samples = 2595 value = [525, 2070] 734658->735810 734660 Ward <= 34.5 gini = 0.364 samples = 288 value = [69, 219] 734659->734660 734867 Year <= 2014.5 gini = 0.487 samples = 1307 value = [547, 760] 734659->734867 734661 Month <= 11.5 gini = 0.351 samples = 277 value = [63, 214] 734660->734661 734858 Location Description <= 0.5 gini = 0.496 samples = 11 value = [6, 5] 734660->734858 734662 Beat <= 222.5 gini = 0.372 samples = 247 value = [61, 186] 734661->734662 734847 Ward <= 3.5 gini = 0.124 samples = 30 value = [2, 28] 734661->734847 734663 Beat <= 217.5 gini = 0.406 samples = 173 value = [49, 124] 734662->734663 734804 Year <= 2002.5 gini = 0.272 samples = 74 value = [12, 62] 734662->734804 734664 (...) 734663->734664 734757 (...) 734663->734757 734805 (...) 734804->734805 734822 (...) 734804->734822 734848 Year <= 2003.5 gini = 0.074 samples = 26 value = [1, 25] 734847->734848 734855 Year <= 2002.5 gini = 0.375 samples = 4 value = [1, 3] 734847->734855 734849 (...) 734848->734849 734850 (...) 734848->734850 734856 (...) 734855->734856 734857 (...) 734855->734857 734859 Community Area <= 30.0 gini = 0.408 samples = 7 value = [2, 5] 734858->734859 734866 gini = 0.0 samples = 4 value = [4, 0] 734858->734866 734860 gini = 0.0 samples = 1 value = [1, 0] 734859->734860 734861 Month <= 8.5 gini = 0.278 samples = 6 value = [1, 5] 734859->734861 734862 (...) 734861->734862 734865 (...) 734861->734865 734868 Month <= 6.5 gini = 0.479 samples = 1163 value = [463, 700] 734867->734868 735687 Type_factor <= 6.5 gini = 0.486 samples = 144 value = [84, 60] 734867->735687 734869 Ward <= 12.0 gini = 0.452 samples = 638 value = [220, 418] 734868->734869 735308 Beat <= 133.5 gini = 0.497 samples = 525 value = [243, 282] 734868->735308 734870 Year <= 2006.5 gini = 0.436 samples = 601 value = [193, 408] 734869->734870 735283 Community Area <= 30.0 gini = 0.394 samples = 37 value = [27, 10] 734869->735283 734871 (...) 734870->734871 734914 (...) 734870->734914 735284 (...) 735283->735284 735285 (...) 735283->735285 735309 Year <= 2011.5 gini = 0.463 samples = 99 value = [63, 36] 735308->735309 735372 Beat <= 224.5 gini = 0.488 samples = 426 value = [180, 246] 735308->735372 735310 (...) 735309->735310 735353 (...) 735309->735353 735373 (...) 735372->735373 735662 (...) 735372->735662 735688 Community Area <= 30.0 gini = 0.477 samples = 135 value = [82, 53] 735687->735688 735803 Month <= 11.0 gini = 0.346 samples = 9 value = [2, 7] 735687->735803 735689 gini = 0.0 samples = 2 value = [0, 2] 735688->735689 735690 Month <= 7.5 gini = 0.473 samples = 133 value = [82, 51] 735688->735690 735691 (...) 735690->735691 735742 (...) 735690->735742 735804 Beat <= 217.0 gini = 0.219 samples = 8 value = [1, 7] 735803->735804 735809 gini = 0.0 samples = 1 value = [1, 0] 735803->735809 735805 (...) 735804->735805 735808 (...) 735804->735808 735811 Location Description <= 0.5 gini = 0.361 samples = 1903 value = [449, 1454] 735810->735811 736802 Year <= 2007.5 gini = 0.196 samples = 692 value = [76, 616] 735810->736802 735812 Year <= 2011.5 gini = 0.303 samples = 1297 value = [241, 1056] 735811->735812 736363 Month <= 5.5 gini = 0.451 samples = 606 value = [208, 398] 735811->736363 735813 Beat <= 312.5 gini = 0.275 samples = 1172 value = [193, 979] 735812->735813 736266 Community Area <= 40.5 gini = 0.473 samples = 125 value = [48, 77] 735812->736266 735814 Community Area <= 41.0 gini = 0.319 samples = 734 value = [146, 588] 735813->735814 736139 Month <= 2.5 gini = 0.192 samples = 438 value = [47, 391] 735813->736139 735815 (...) 735814->735815 736066 (...) 735814->736066 736140 (...) 736139->736140 736169 (...) 736139->736169 736267 Year <= 2015.5 gini = 0.254 samples = 47 value = [7, 40] 736266->736267 736296 Beat <= 312.5 gini = 0.499 samples = 78 value = [41, 37] 736266->736296 736268 (...) 736267->736268 736295 (...) 736267->736295 736297 (...) 736296->736297 736334 (...) 736296->736334 736364 Year <= 2008.5 gini = 0.388 samples = 243 value = [64, 179] 736363->736364 736515 Month <= 9.5 gini = 0.479 samples = 363 value = [144, 219] 736363->736515 736365 Month <= 1.5 gini = 0.304 samples = 150 value = [28, 122] 736364->736365 736442 Month <= 2.5 gini = 0.475 samples = 93 value = [36, 57] 736364->736442 736366 (...) 736365->736366 736383 (...) 736365->736383 736443 (...) 736442->736443 736462 (...) 736442->736462 736516 Year <= 2005.5 gini = 0.495 samples = 210 value = [95, 115] 736515->736516 736693 Beat <= 312.5 gini = 0.435 samples = 153 value = [49, 104] 736515->736693 736517 (...) 736516->736517 736568 (...) 736516->736568 736694 (...) 736693->736694 736763 (...) 736693->736763 736803 Month <= 4.5 gini = 0.156 samples = 270 value = [23, 247] 736802->736803 736896 Month <= 8.5 gini = 0.22 samples = 422 value = [53, 369] 736802->736896 736804 Year <= 2006.5 gini = 0.083 samples = 92 value = [4, 88] 736803->736804 736827 Month <= 5.5 gini = 0.191 samples = 178 value = [19, 159] 736803->736827 736805 Year <= 2003.5 gini = 0.117 samples = 64 value = [4, 60] 736804->736805 736826 gini = 0.0 samples = 28 value = [0, 28] 736804->736826 736806 (...) 736805->736806 736807 (...) 736805->736807 736828 Year <= 2006.5 gini = 0.397 samples = 11 value = [3, 8] 736827->736828 736833 Location Description <= 0.5 gini = 0.173 samples = 167 value = [16, 151] 736827->736833 736829 (...) 736828->736829 736832 (...) 736828->736832 736834 (...) 736833->736834 736853 (...) 736833->736853 736897 Year <= 2015.5 gini = 0.243 samples = 283 value = [40, 243] 736896->736897 737014 Location Description <= 0.5 gini = 0.17 samples = 139 value = [13, 126] 736896->737014 736898 Year <= 2008.5 gini = 0.23 samples = 271 value = [36, 235] 736897->736898 737001 Month <= 7.5 gini = 0.444 samples = 12 value = [4, 8] 736897->737001 736899 (...) 736898->736899 736924 (...) 736898->736924 737002 (...) 737001->737002 737013 (...) 737001->737013 737015 Year <= 2008.5 gini = 0.056 samples = 69 value = [2, 67] 737014->737015 737022 Year <= 2009.5 gini = 0.265 samples = 70 value = [11, 59] 737014->737022 737016 (...) 737015->737016 737021 (...) 737015->737021 737023 (...) 737022->737023 737028 (...) 737022->737028 737050 Community Area <= 3.5 gini = 0.489 samples = 18386 value = [7833, 10553] 737049->737050 751063 Year <= 2008.5 gini = 0.5 samples = 23307 value = [11655, 11652] 737049->751063 737051 Location Description <= 0.5 gini = 0.37 samples = 1769 value = [433, 1336] 737050->737051 738104 Type_factor <= 6.5 gini = 0.494 samples = 16617 value = [7400, 9217] 737050->738104 737052 Ward <= 49.5 gini = 0.31 samples = 1315 value = [252, 1063] 737051->737052 737739 Ward <= 49.5 gini = 0.479 samples = 454 value = [181, 273] 737051->737739 737053 Beat <= 2032.5 gini = 0.281 samples = 1198 value = [203, 995] 737052->737053 737658 Beat <= 2411.5 gini = 0.487 samples = 117 value = [49, 68] 737052->737658 737054 Beat <= 2028.0 gini = 0.444 samples = 123 value = [41, 82] 737053->737054 737147 Month <= 3.5 gini = 0.256 samples = 1075 value = [162, 913] 737053->737147 737055 (...) 737054->737055 737140 (...) 737054->737140 737148 (...) 737147->737148 737233 (...) 737147->737233 737659 Month <= 7.5 gini = 0.417 samples = 27 value = [19, 8] 737658->737659 737678 Month <= 7.5 gini = 0.444 samples = 90 value = [30, 60] 737658->737678 737660 (...) 737659->737660 737661 (...) 737659->737661 737679 (...) 737678->737679 737706 (...) 737678->737706 737740 Community Area <= 2.5 gini = 0.463 samples = 402 value = [146, 256] 737739->737740 738065 Year <= 2005.5 gini = 0.44 samples = 52 value = [35, 17] 737739->738065 737741 Year <= 2005.5 gini = 0.482 samples = 261 value = [106, 155] 737740->737741 737964 Beat <= 2317.5 gini = 0.406 samples = 141 value = [40, 101] 737740->737964 737742 (...) 737741->737742 737881 (...) 737741->737881 737965 (...) 737964->737965 738060 (...) 737964->738060 738066 Type_factor <= 6.5 gini = 0.497 samples = 26 value = [14, 12] 738065->738066 738091 Beat <= 2411.5 gini = 0.311 samples = 26 value = [21, 5] 738065->738091 738067 (...) 738066->738067 738090 (...) 738066->738090 738092 (...) 738091->738092 738093 (...) 738091->738093 738105 Community Area <= 43.5 gini = 0.495 samples = 16111 value = [7289, 8822] 738104->738105 750804 Location Description <= 0.5 gini = 0.342 samples = 506 value = [111, 395] 738104->750804 738106 Location Description <= 0.5 gini = 0.488 samples = 8530 value = [3610, 4920] 738105->738106 744845 District <= 21.0 gini = 0.5 samples = 7581 value = [3679, 3902] 738105->744845 738107 Beat <= 973.0 gini = 0.478 samples = 6421 value = [2530, 3891] 738106->738107 743174 Month <= 10.5 gini = 0.5 samples = 2109 value = [1080, 1029] 738106->743174 738108 (...) 738107->738108 738593 (...) 738107->738593 743175 (...) 743174->743175 744554 (...) 743174->744554 744846 Beat <= 821.5 gini = 0.498 samples = 6763 value = [3188, 3575] 744845->744846 750157 Community Area <= 76.0 gini = 0.48 samples = 818 value = [491, 327] 744845->750157 744847 (...) 744846->744847 748700 (...) 744846->748700 750158 (...) 750157->750158 750727 (...) 750157->750727 750805 Community Area <= 71.5 gini = 0.412 samples = 279 value = [81, 198] 750804->750805 750968 Community Area <= 5.0 gini = 0.229 samples = 227 value = [30, 197] 750804->750968 750806 Community Area <= 26.5 gini = 0.431 samples = 255 value = [80, 175] 750805->750806 750961 Beat <= 2227.5 gini = 0.08 samples = 24 value = [1, 23] 750805->750961 750807 (...) 750806->750807 750858 (...) 750806->750858 750962 (...) 750961->750962 750963 (...) 750961->750963 750969 gini = 0.0 samples = 1 value = [1, 0] 750968->750969 750970 Month <= 11.5 gini = 0.224 samples = 226 value = [29, 197] 750968->750970 750971 (...) 750970->750971 751052 (...) 750970->751052 751064 Community Area <= 12.5 gini = 0.49 samples = 5141 value = [2932, 2209] 751063->751064 753799 Year <= 2015.5 gini = 0.499 samples = 18166 value = [8723, 9443] 751063->753799 751065 Month <= 6.5 gini = 0.289 samples = 772 value = [637, 135] 751064->751065 751348 Community Area <= 46.5 gini = 0.499 samples = 4369 value = [2295, 2074] 751064->751348 751066 Community Area <= 8.5 gini = 0.169 samples = 398 value = [361, 37] 751065->751066 751157 Community Area <= 3.5 gini = 0.387 samples = 374 value = [276, 98] 751065->751157 751067 Type_factor <= 6.5 gini = 0.135 samples = 371 value = [344, 27] 751066->751067 751138 Beat <= 1611.5 gini = 0.466 samples = 27 value = [17, 10] 751066->751138 751068 (...) 751067->751068 751137 (...) 751067->751137 751139 (...) 751138->751139 751140 (...) 751138->751140 751158 Month <= 9.5 gini = 0.458 samples = 152 value = [98, 54] 751157->751158 751249 Type_factor <= 6.5 gini = 0.318 samples = 222 value = [178, 44] 751157->751249 751159 (...) 751158->751159 751206 (...) 751158->751206 751250 (...) 751249->751250 751347 (...) 751249->751347 751349 Location Description <= 0.5 gini = 0.496 samples = 2320 value = [1051, 1269] 751348->751349 752674 Beat <= 711.5 gini = 0.477 samples = 2049 value = [1244, 805] 751348->752674 751350 Beat <= 372.5 gini = 0.481 samples = 1630 value = [658, 972] 751349->751350 752297 Type_factor <= 6.5 gini = 0.49 samples = 690 value = [393, 297] 751349->752297 751351 (...) 751350->751351 751408 (...) 751350->751408 752298 (...) 752297->752298 752667 (...) 752297->752667 752675 Community Area <= 68.5 gini = 0.498 samples = 711 value = [377, 334] 752674->752675 753108 Community Area <= 63.5 gini = 0.456 samples = 1338 value = [867, 471] 752674->753108 752676 (...) 752675->752676 752969 (...) 752675->752969 753109 (...) 753108->753109 753316 (...) 753108->753316 753800 Location Description <= 0.5 gini = 0.498 samples = 16716 value = [7833, 8883] 753799->753800 766147 Month <= 4.5 gini = 0.474 samples = 1450 value = [890, 560] 753799->766147 753801 Community Area <= 1.5 gini = 0.494 samples = 12320 value = [5495, 6825] 753800->753801 762864 Community Area <= 24.5 gini = 0.498 samples = 4396 value = [2338, 2058] 753800->762864 753802 Beat <= 2422.5 gini = 0.366 samples = 468 value = [113, 355] 753801->753802 754053 Community Area <= 44.5 gini = 0.496 samples = 11852 value = [5382, 6470] 753801->754053 753803 (...) 753802->753803 753864 (...) 753802->753864 754054 (...) 754053->754054 758831 (...) 754053->758831 762865 Community Area <= 17.5 gini = 0.477 samples = 1524 value = [925, 599] 762864->762865 763936 Month <= 5.5 gini = 0.5 samples = 2872 value = [1413, 1459] 762864->763936 762866 (...) 762865->762866 763605 (...) 762865->763605 763937 (...) 763936->763937 764854 (...) 763936->764854 766148 Beat <= 828.0 gini = 0.499 samples = 402 value = [212, 190] 766147->766148 766475 Community Area <= 74.5 gini = 0.457 samples = 1048 value = [678, 370] 766147->766475 766149 Beat <= 417.5 gini = 0.491 samples = 132 value = [57, 75] 766148->766149 766264 Beat <= 1077.5 gini = 0.489 samples = 270 value = [155, 115] 766148->766264 766150 (...) 766149->766150 766171 (...) 766149->766171 766265 (...) 766264->766265 766288 (...) 766264->766288 766476 Ward <= 47.5 gini = 0.461 samples = 1022 value = [653, 369] 766475->766476 767295 Beat <= 2223.0 gini = 0.074 samples = 26 value = [25, 1] 766475->767295 766477 (...) 766476->766477 767258 (...) 766476->767258 767296 (...) 767295->767296 767297 (...) 767295->767297 767303 Year <= 2007.5 gini = 0.263 samples = 71368 value = [11095, 60273] 767302->767303 790454 Type_factor <= 6.5 gini = 0.434 samples = 34047 value = [10820, 23227] 767302->790454 767304 Community Area <= 40.5 gini = 0.172 samples = 37854 value = [3593, 34261] 767303->767304 778241 Year <= 2008.5 gini = 0.347 samples = 33514 value = [7502, 26012] 767303->778241 767305 Ward <= 27.5 gini = 0.131 samples = 27518 value = [1933, 25585] 767304->767305 773696 Type_factor <= 6.5 gini = 0.27 samples = 10336 value = [1660, 8676] 767304->773696 767306 Type_factor <= 6.5 gini = 0.094 samples = 19537 value = [962, 18575] 767305->767306 770529 Beat <= 1028.5 gini = 0.214 samples = 7981 value = [971, 7010] 767305->770529 767307 District <= 1.5 gini = 0.09 samples = 19395 value = [918, 18477] 767306->767307 770442 Beat <= 1123.0 gini = 0.428 samples = 142 value = [44, 98] 767306->770442 767308 Beat <= 117.5 gini = 0.044 samples = 6466 value = [147, 6319] 767307->767308 767831 District <= 16.5 gini = 0.112 samples = 12929 value = [771, 12158] 767307->767831 767309 (...) 767308->767309 767382 (...) 767308->767382 767832 (...) 767831->767832 770041 (...) 767831->770041 770443 Month <= 9.5 gini = 0.481 samples = 72 value = [29, 43] 770442->770443 770494 Month <= 1.5 gini = 0.337 samples = 70 value = [15, 55] 770442->770494 770444 (...) 770443->770444 770481 (...) 770443->770481 770495 (...) 770494->770495 770504 (...) 770494->770504 770530 Year <= 2001.5 gini = 0.113 samples = 1550 value = [93, 1457] 770529->770530 770863 Beat <= 1811.5 gini = 0.236 samples = 6431 value = [878, 5553] 770529->770863 770531 District <= 5.5 gini = 0.444 samples = 3 value = [2, 1] 770530->770531 770534 Beat <= 117.5 gini = 0.111 samples = 1547 value = [91, 1456] 770530->770534 770532 (...) 770531->770532 770533 (...) 770531->770533 770535 (...) 770534->770535 770662 (...) 770534->770662 770864 Community Area <= 10.5 gini = 0.289 samples = 2009 value = [352, 1657] 770863->770864 771941 Month <= 7.5 gini = 0.21 samples = 4422 value = [526, 3896] 770863->771941 770865 (...) 770864->770865 770968 (...) 770864->770968 771942 (...) 771941->771942 772809 (...) 771941->772809 773697 Beat <= 327.5 gini = 0.265 samples = 10183 value = [1598, 8585] 773696->773697 778134 Ward <= 11.5 gini = 0.482 samples = 153 value = [62, 91] 773696->778134 773698 Month <= 5.5 gini = 0.199 samples = 1460 value = [164, 1296] 773697->773698 774223 Beat <= 617.5 gini = 0.275 samples = 8723 value = [1434, 7289] 773697->774223 773699 Month <= 1.5 gini = 0.169 samples = 612 value = [57, 555] 773698->773699 773888 Month <= 6.5 gini = 0.221 samples = 848 value = [107, 741] 773698->773888 773700 (...) 773699->773700 773731 (...) 773699->773731 773889 (...) 773888->773889 773940 (...) 773888->773940 774224 Month <= 3.5 gini = 0.336 samples = 2462 value = [526, 1936] 774223->774224 775631 Year <= 2003.5 gini = 0.248 samples = 6261 value = [908, 5353] 774223->775631 774225 (...) 774224->774225 774512 (...) 774224->774512 775632 (...) 775631->775632 776335 (...) 775631->776335 778135 Year <= 2002.5 gini = 0.378 samples = 75 value = [19, 56] 778134->778135 778188 Month <= 4.5 gini = 0.495 samples = 78 value = [43, 35] 778134->778188 778136 District <= 8.0 gini = 0.278 samples = 30 value = [5, 25] 778135->778136 778153 Beat <= 327.5 gini = 0.429 samples = 45 value = [14, 31] 778135->778153 778137 (...) 778136->778137 778150 (...) 778136->778150 778154 (...) 778153->778154 778155 (...) 778153->778155 778189 District <= 4.0 gini = 0.305 samples = 16 value = [13, 3] 778188->778189 778198 Month <= 6.5 gini = 0.499 samples = 62 value = [30, 32] 778188->778198 778190 (...) 778189->778190 778191 (...) 778189->778191 778199 (...) 778198->778199 778210 (...) 778198->778210 778242 Community Area <= 10.5 gini = 0.491 samples = 8201 value = [3565, 4636] 778241->778242 780523 Type_factor <= 6.5 gini = 0.263 samples = 25313 value = [3937, 21376] 778241->780523 778243 Month <= 5.5 gini = 0.316 samples = 1552 value = [1247, 305] 778242->778243 778592 Beat <= 172.5 gini = 0.454 samples = 6649 value = [2318, 4331] 778242->778592 778244 Beat <= 1611.5 gini = 0.095 samples = 720 value = [684, 36] 778243->778244 778329 Ward <= 43.5 gini = 0.438 samples = 832 value = [563, 269] 778243->778329 778245 gini = 0.0 samples = 1 value = [0, 1] 778244->778245 778246 Month <= 3.5 gini = 0.093 samples = 719 value = [684, 35] 778244->778246 778247 (...) 778246->778247 778308 (...) 778246->778308 778330 Month <= 8.5 gini = 0.466 samples = 612 value = [386, 226] 778329->778330 778489 Month <= 10.5 gini = 0.315 samples = 220 value = [177, 43] 778329->778489 778331 (...) 778330->778331 778408 (...) 778330->778408 778490 (...) 778489->778490 778571 (...) 778489->778571 778593 Month <= 6.5 gini = 0.402 samples = 1790 value = [1292, 498] 778592->778593 778814 Community Area <= 76.5 gini = 0.333 samples = 4859 value = [1026, 3833] 778592->778814 778594 Month <= 2.5 gini = 0.101 samples = 1007 value = [953, 54] 778593->778594 778661 Community Area <= 32.5 gini = 0.491 samples = 783 value = [339, 444] 778593->778661 778595 (...) 778594->778595 778610 (...) 778594->778610 778662 (...) 778661->778662 778771 (...) 778661->778771 778815 District <= 11.5 gini = 0.324 samples = 4795 value = [976, 3819] 778814->778815 780496 Ward <= 44.0 gini = 0.342 samples = 64 value = [50, 14] 778814->780496 778816 (...) 778815->778816 780149 (...) 778815->780149 780497 (...) 780496->780497 780498 (...) 780496->780498 780524 Year <= 2010.5 gini = 0.257 samples = 25076 value = [3797, 21279] 780523->780524 790297 Year <= 2015.5 gini = 0.484 samples = 237 value = [140, 97] 780523->790297 780525 Month <= 1.5 gini = 0.28 samples = 11972 value = [2019, 9953] 780524->780525 783968 Year <= 2014.5 gini = 0.235 samples = 13104 value = [1778, 11326] 780524->783968 780526 Year <= 2009.5 gini = 0.38 samples = 1288 value = [328, 960] 780525->780526 780851 Year <= 2009.5 gini = 0.266 samples = 10684 value = [1691, 8993] 780525->780851 780527 (...) 780526->780527 780758 (...) 780526->780758 780852 (...) 780851->780852 782441 (...) 780851->782441 783969 Beat <= 132.5 gini = 0.212 samples = 9549 value = [1153, 8396] 783968->783969 788386 Community Area <= 31.5 gini = 0.29 samples = 3555 value = [625, 2930] 783968->788386 783970 (...) 783969->783970 784331 (...) 783969->784331 788387 (...) 788386->788387 789390 (...) 788386->789390 790298 Ward <= 44.5 gini = 0.495 samples = 193 value = [106, 87] 790297->790298 790427 Community Area <= 63.5 gini = 0.351 samples = 44 value = [34, 10] 790297->790427 790299 Community Area <= 42.5 gini = 0.498 samples = 185 value = [98, 87] 790298->790299 790426 gini = 0.0 samples = 8 value = [8, 0] 790298->790426 790300 (...) 790299->790300 790381 (...) 790299->790381 790428 Month <= 6.5 gini = 0.444 samples = 27 value = [18, 9] 790427->790428 790449 Month <= 9.5 gini = 0.111 samples = 17 value = [16, 1] 790427->790449 790429 (...) 790428->790429 790442 (...) 790428->790442 790450 (...) 790449->790450 790451 (...) 790449->790451 790455 Location Description <= 3.5 gini = 0.407 samples = 30053 value = [8532, 21521] 790454->790455 805660 Year <= 2009.5 gini = 0.489 samples = 3994 value = [2288, 1706] 790454->805660 790456 Year <= 2014.5 gini = 0.492 samples = 6038 value = [2633, 3405] 790455->790456 794421 Location Description <= 5.5 gini = 0.371 samples = 24015 value = [5899, 18116] 790455->794421 790457 Beat <= 1233.5 gini = 0.481 samples = 5316 value = [2137, 3179] 790456->790457 793930 Community Area <= 24.5 gini = 0.43 samples = 722 value = [496, 226] 790456->793930 790458 Ward <= 13.5 gini = 0.444 samples = 3198 value = [1062, 2136] 790457->790458 792529 Year <= 2007.5 gini = 0.5 samples = 2118 value = [1075, 1043] 790457->792529 790459 Ward <= 5.5 gini = 0.477 samples = 1387 value = [546, 841] 790458->790459 791398 Community Area <= 69.5 gini = 0.407 samples = 1811 value = [516, 1295] 790458->791398 790460 (...) 790459->790460 790821 (...) 790459->790821 791399 (...) 791398->791399 792386 (...) 791398->792386 792530 Beat <= 1717.5 gini = 0.472 samples = 954 value = [365, 589] 792529->792530 793229 Community Area <= 18.5 gini = 0.476 samples = 1164 value = [710, 454] 792529->793229 792531 (...) 792530->792531 792750 (...) 792530->792750 793230 (...) 793229->793230 793603 (...) 793229->793603 793931 Beat <= 1166.5 gini = 0.243 samples = 261 value = [224, 37] 793930->793931 794028 Ward <= 23.5 gini = 0.484 samples = 461 value = [272, 189] 793930->794028 793932 Month <= 8.5 gini = 0.42 samples = 10 value = [3, 7] 793931->793932 793941 Beat <= 2513.0 gini = 0.21 samples = 251 value = [221, 30] 793931->793941 793933 (...) 793932->793933 793934 (...) 793932->793934 793942 (...) 793941->793942 794023 (...) 793941->794023 794029 Community Area <= 65.5 gini = 0.458 samples = 374 value = [241, 133] 794028->794029 794336 Community Area <= 74.0 gini = 0.459 samples = 87 value = [31, 56] 794028->794336 794030 (...) 794029->794030 794229 (...) 794029->794229 794337 (...) 794336->794337 794418 (...) 794336->794418 794422 Community Area <= 10.5 gini = 0.28 samples = 12675 value = [2133, 10542] 794421->794422 799615 Location Description <= 6.5 gini = 0.444 samples = 11340 value = [3766, 7574] 794421->799615 794423 Year <= 2007.5 gini = 0.388 samples = 1965 value = [518, 1447] 794422->794423 795416 Year <= 2007.5 gini = 0.256 samples = 10710 value = [1615, 9095] 794422->795416 794424 Ward <= 41.5 gini = 0.266 samples = 843 value = [133, 710] 794423->794424 794813 Year <= 2008.5 gini = 0.451 samples = 1122 value = [385, 737] 794423->794813 794425 (...) 794424->794425 794520 (...) 794424->794520 794814 (...) 794813->794814 794897 (...) 794813->794897 795417 District <= 15.5 gini = 0.211 samples = 3829 value = [460, 3369] 795416->795417 796804 Year <= 2008.5 gini = 0.279 samples = 6881 value = [1155, 5726] 795416->796804 795418 (...) 795417->795418 796575 (...) 795417->796575 796805 (...) 796804->796805 797246 (...) 796804->797246 799616 Community Area <= 41.5 gini = 0.499 samples = 5841 value = [2787, 3054] 799615->799616 803493 Location Description <= 8.5 gini = 0.293 samples = 5499 value = [979, 4520] 799615->803493 799617 Beat <= 132.5 gini = 0.467 samples = 3220 value = [1194, 2026] 799616->799617 801738 Year <= 2011.5 gini = 0.477 samples = 2621 value = [1593, 1028] 799616->801738 799618 (...) 799617->799618 799675 (...) 799617->799675 801739 (...) 801738->801739 803224 (...) 801738->803224 803494 Beat <= 1422.5 gini = 0.358 samples = 3066 value = [715, 2351] 803493->803494 804925 Year <= 2007.5 gini = 0.193 samples = 2433 value = [264, 2169] 803493->804925 803495 (...) 803494->803495 804406 (...) 803494->804406 804926 (...) 804925->804926 805177 (...) 804925->805177 805661 Community Area <= 29.5 gini = 0.499 samples = 2283 value = [1079, 1204] 805660->805661 807322 Year <= 2015.5 gini = 0.415 samples = 1711 value = [1209, 502] 805660->807322 805662 Year <= 2005.5 gini = 0.479 samples = 919 value = [366, 553] 805661->805662 806309 Location Description <= 6.5 gini = 0.499 samples = 1364 value = [713, 651] 805661->806309 805663 Community Area <= 17.5 gini = 0.453 samples = 588 value = [204, 384] 805662->805663 806042 Beat <= 1522.5 gini = 0.5 samples = 331 value = [162, 169] 805662->806042 805664 Ward <= 43.5 gini = 0.328 samples = 92 value = [19, 73] 805663->805664 805707 Ward <= 29.5 gini = 0.468 samples = 496 value = [185, 311] 805663->805707 805665 (...) 805664->805665 805684 (...) 805664->805684 805708 (...) 805707->805708 805925 (...) 805707->805925 806043 Ward <= 27.5 gini = 0.497 samples = 205 value = [111, 94] 806042->806043 806216 Beat <= 1633.5 gini = 0.482 samples = 126 value = [51, 75] 806042->806216 806044 (...) 806043->806044 806157 (...) 806043->806157 806217 (...) 806216->806217 806240 (...) 806216->806240 806310 Beat <= 623.5 gini = 0.499 samples = 918 value = [443, 475] 806309->806310 807017 Beat <= 223.0 gini = 0.478 samples = 446 value = [270, 176] 806309->807017 806311 Year <= 2001.5 gini = 0.489 samples = 417 value = [177, 240] 806310->806311 806646 Year <= 2008.5 gini = 0.498 samples = 501 value = [266, 235] 806310->806646 806312 (...) 806311->806312 806335 (...) 806311->806335 806647 (...) 806646->806647 806964 (...) 806646->806964 807018 Month <= 7.5 gini = 0.198 samples = 9 value = [1, 8] 807017->807018 807023 Community Area <= 30.5 gini = 0.473 samples = 437 value = [269, 168] 807017->807023 807019 (...) 807018->807019 807020 (...) 807018->807020 807024 (...) 807023->807024 807045 (...) 807023->807045 807323 Month <= 7.5 gini = 0.449 samples = 1300 value = [857, 443] 807322->807323 808298 Beat <= 228.0 gini = 0.246 samples = 411 value = [352, 59] 807322->808298 807324 Location Description <= 6.5 gini = 0.475 samples = 745 value = [456, 289] 807323->807324 807931 Community Area <= 51.5 gini = 0.401 samples = 555 value = [401, 154] 807323->807931 807325 Ward <= 2.5 gini = 0.486 samples = 562 value = [328, 234] 807324->807325 807814 Beat <= 2221.5 gini = 0.42 samples = 183 value = [128, 55] 807324->807814 807326 (...) 807325->807326 807335 (...) 807325->807335 807815 (...) 807814->807815 807918 (...) 807814->807918 807932 Beat <= 214.5 gini = 0.435 samples = 350 value = [238, 112] 807931->807932 808177 Community Area <= 67.5 gini = 0.326 samples = 205 value = [163, 42] 807931->808177 807933 (...) 807932->807933 807934 (...) 807932->807934 808178 (...) 808177->808178 808235 (...) 808177->808235 808299 Month <= 2.0 gini = 0.473 samples = 13 value = [5, 8] 808298->808299 808310 Ward <= 29.5 gini = 0.223 samples = 398 value = [347, 51] 808298->808310 808300 gini = 0.0 samples = 2 value = [2, 0] 808299->808300 808301 Location Description <= 4.0 gini = 0.397 samples = 11 value = [3, 8] 808299->808301 808302 (...) 808301->808302 808309 (...) 808301->808309 808311 Beat <= 2534.5 gini = 0.173 samples = 334 value = [302, 32] 808310->808311 808448 Month <= 9.5 gini = 0.417 samples = 64 value = [45, 19] 808310->808448 808312 (...) 808311->808312 808447 (...) 808311->808447 808449 (...) 808448->808449 808488 (...) 808448->808488 808492 Year <= 2007.5 gini = 0.399 samples = 233538 value = [169294, 64244] 808491->808492 947971 Beat <= 133.5 gini = 0.344 samples = 986475 value = [768333, 218142] 808491->947971 808493 Beat <= 2332.5 gini = 0.418 samples = 100386 value = [70474, 29912] 808492->808493 872994 Year <= 2008.5 gini = 0.383 samples = 133152 value = [98820, 34332] 808492->872994 808494 Beat <= 1632.5 gini = 0.428 samples = 69661 value = [48002, 21659] 808493->808494 854189 Year <= 2004.5 gini = 0.393 samples = 30725 value = [22472, 8253] 808493->854189 808495 Type_factor <= 8.5 gini = 0.389 samples = 18296 value = [13455, 4841] 808494->808495 820402 Ward <= 28.5 gini = 0.44 samples = 51365 value = [34547, 16818] 808494->820402 808496 Location Description <= 1.5 gini = 0.403 samples = 13159 value = [9478, 3681] 808495->808496 816979 Location Description <= 0.5 gini = 0.35 samples = 5137 value = [3977, 1160] 808495->816979 808497 Location Description <= 0.5 gini = 0.419 samples = 6315 value = [4427, 1888] 808496->808497 812424 Month <= 9.5 gini = 0.387 samples = 6844 value = [5051, 1793] 808496->812424 808498 Beat <= 1621.5 gini = 0.4 samples = 3911 value = [2829, 1082] 808497->808498 810811 Year <= 2003.5 gini = 0.446 samples = 2404 value = [1598, 806] 808497->810811 808499 (...) 808498->808499 809840 (...) 808498->809840 810812 (...) 810811->810812 811283 (...) 810811->811283 812425 Beat <= 1411.5 gini = 0.393 samples = 5258 value = [3846, 1412] 812424->812425 815932 Community Area <= 9.5 gini = 0.365 samples = 1586 value = [1205, 381] 812424->815932 812426 (...) 812425->812426 812689 (...) 812425->812689 815933 (...) 815932->815933 815948 (...) 815932->815948 816980 Year <= 2005.5 gini = 0.283 samples = 1320 value = [1095, 225] 816979->816980 817741 Location Description <= 8.5 gini = 0.37 samples = 3817 value = [2882, 935] 816979->817741 816981 Beat <= 1627.5 gini = 0.31 samples = 720 value = [582, 138] 816980->816981 817472 Ward <= 43.0 gini = 0.248 samples = 600 value = [513, 87] 816980->817472 816982 (...) 816981->816982 817383 (...) 816981->817383 817473 (...) 817472->817473 817646 (...) 817472->817646 817742 Month <= 9.5 gini = 0.359 samples = 3217 value = [2462, 755] 817741->817742 819941 Year <= 2002.5 gini = 0.42 samples = 600 value = [420, 180] 817741->819941 817743 (...) 817742->817743 819348 (...) 817742->819348 819942 (...) 819941->819942 820001 (...) 819941->820001 820403 Community Area <= 7.5 gini = 0.387 samples = 5786 value = [4271, 1515] 820402->820403 822952 Location Description <= 8.5 gini = 0.446 samples = 45579 value = [30276, 15303] 820402->822952 820404 Month <= 1.5 gini = 0.444 samples = 783 value = [523, 260] 820403->820404 820983 Location Description <= 5.5 gini = 0.376 samples = 5003 value = [3748, 1255] 820403->820983 820405 Location Description <= 2.5 gini = 0.5 samples = 56 value = [28, 28] 820404->820405 820448 Year <= 2005.5 gini = 0.435 samples = 727 value = [495, 232] 820404->820448 820406 (...) 820405->820406 820431 (...) 820405->820431 820449 (...) 820448->820449 820840 (...) 820448->820840 820984 Year <= 2002.5 gini = 0.384 samples = 4237 value = [3141, 1096] 820983->820984 822511 Month <= 8.5 gini = 0.329 samples = 766 value = [607, 159] 820983->822511 820985 (...) 820984->820985 821176 (...) 820984->821176 822512 (...) 822511->822512 822811 (...) 822511->822811 822953 Type_factor <= 8.5 gini = 0.441 samples = 38876 value = [26143, 12733] 822952->822953 849470 Type_factor <= 9.5 gini = 0.473 samples = 6703 value = [4133, 2570] 822952->849470 822954 Ward <= 47.5 gini = 0.447 samples = 29108 value = [19300, 9808] 822953->822954 842257 Beat <= 2032.5 gini = 0.42 samples = 9768 value = [6843, 2925] 822953->842257 822955 (...) 822954->822955 841634 (...) 822954->841634 842258 (...) 842257->842258 848035 (...) 842257->848035 849471 Beat <= 1817.5 gini = 0.458 samples = 5286 value = [3411, 1875] 849470->849471 853042 Ward <= 41.0 gini = 0.5 samples = 1417 value = [722, 695] 849470->853042 849472 (...) 849471->849472 850701 (...) 849471->850701 853043 (...) 853042->853043 853444 (...) 853042->853444 854190 Location Description <= 2.5 gini = 0.372 samples = 12073 value = [9093, 2980] 854189->854190 862463 Beat <= 2412.5 gini = 0.406 samples = 18652 value = [13379, 5273] 854189->862463 854191 Type_factor <= 8.5 gini = 0.388 samples = 6736 value = [4965, 1771] 854190->854191 858728 Community Area <= 20.5 gini = 0.35 samples = 5337 value = [4128, 1209] 854190->858728 854192 Ward <= 35.5 gini = 0.402 samples = 5202 value = [3753, 1449] 854191->854192 857651 Location Description <= 0.5 gini = 0.332 samples = 1534 value = [1212, 322] 854191->857651 854193 Location Description <= 1.5 gini = 0.423 samples = 2399 value = [1669, 730] 854192->854193 855972 Community Area <= 1.5 gini = 0.381 samples = 2803 value = [2084, 719] 854192->855972 854194 (...) 854193->854194 855739 (...) 854193->855739 855973 (...) 855972->855973 856770 (...) 855972->856770 857652 Community Area <= 1.5 gini = 0.294 samples = 715 value = [587, 128] 857651->857652 858115 Month <= 2.5 gini = 0.362 samples = 819 value = [625, 194] 857651->858115 857653 (...) 857652->857653 857768 (...) 857652->857768 858116 (...) 858115->858116 858199 (...) 858115->858199 858729 Beat <= 2422.5 gini = 0.359 samples = 4656 value = [3564, 1092] 858728->858729 862012 Location Description <= 8.5 gini = 0.285 samples = 681 value = [564, 117] 858728->862012 858730 Location Description <= 8.5 gini = 0.326 samples = 1151 value = [915, 236] 858729->858730 859487 Beat <= 2511.5 gini = 0.369 samples = 3505 value = [2649, 856] 858729->859487 858731 (...) 858730->858731 859296 (...) 858730->859296 859488 (...) 859487->859488 860473 (...) 859487->860473 862013 Year <= 2003.5 gini = 0.256 samples = 477 value = [405, 72] 862012->862013 862294 Month <= 4.5 gini = 0.344 samples = 204 value = [159, 45] 862012->862294 862014 (...) 862013->862014 862235 (...) 862013->862235 862295 (...) 862294->862295 862306 (...) 862294->862306 862464 Location Description <= 7.5 gini = 0.367 samples = 2026 value = [1535, 491] 862463->862464 863587 Location Description <= 2.5 gini = 0.41 samples = 16626 value = [11844, 4782] 862463->863587 862465 Location Description <= 5.5 gini = 0.353 samples = 1659 value = [1279, 380] 862464->862465 863352 Month <= 2.5 gini = 0.422 samples = 367 value = [256, 111] 862464->863352 862466 Location Description <= 4.5 gini = 0.36 samples = 1573 value = [1202, 371] 862465->862466 863323 Month <= 4.5 gini = 0.187 samples = 86 value = [77, 9] 862465->863323 862467 (...) 862466->862467 863304 (...) 862466->863304 863324 (...) 863323->863324 863337 (...) 863323->863337 863353 Location Description <= 8.5 gini = 0.5 samples = 39 value = [20, 19] 863352->863353 863386 Month <= 7.5 gini = 0.404 samples = 328 value = [236, 92] 863352->863386 863354 (...) 863353->863354 863355 (...) 863353->863355 863387 (...) 863386->863387 863502 (...) 863386->863502 863588 Location Description <= 0.5 gini = 0.421 samples = 9283 value = [6484, 2799] 863587->863588 868683 Location Description <= 3.5 gini = 0.394 samples = 7343 value = [5360, 1983] 863587->868683 863589 Type_factor <= 8.5 gini = 0.392 samples = 3514 value = [2572, 942] 863588->863589 865530 Beat <= 2431.5 gini = 0.437 samples = 5769 value = [3912, 1857] 863588->865530 863590 (...) 863589->863590 865017 (...) 863589->865017 865531 (...) 865530->865531 866446 (...) 865530->866446 868684 Ward <= 49.5 gini = 0.36 samples = 2595 value = [1984, 611] 868683->868684 870165 Location Description <= 6.5 gini = 0.411 samples = 4748 value = [3376, 1372] 868683->870165 868685 (...) 868684->868685 870074 (...) 868684->870074 870166 (...) 870165->870166 871015 (...) 870165->871015 872995 Community Area <= 9.5 gini = 0.325 samples = 27536 value = [21920, 5616] 872994->872995 883554 Location Description <= 0.5 gini = 0.396 samples = 105616 value = [76900, 28716] 872994->883554 872996 Month <= 11.5 gini = 0.201 samples = 13152 value = [11660, 1492] 872995->872996 876641 Ward <= 40.5 gini = 0.409 samples = 14384 value = [10260, 4124] 872995->876641 872997 Month <= 2.5 gini = 0.182 samples = 12304 value = [11057, 1247] 872996->872997 876240 Location Description <= 0.5 gini = 0.411 samples = 848 value = [603, 245] 872996->876240 872998 Month <= 1.5 gini = 0.127 samples = 1856 value = [1729, 127] 872997->872998 873389 Month <= 8.5 gini = 0.191 samples = 10448 value = [9328, 1120] 872997->873389 872999 District <= 19.5 gini = 0.149 samples = 974 value = [895, 79] 872998->872999 873242 Location Description <= 0.5 gini = 0.103 samples = 882 value = [834, 48] 872998->873242 873000 (...) 872999->873000 873175 (...) 872999->873175 873243 (...) 873242->873243 873284 (...) 873242->873284 873390 Community Area <= 0.5 gini = 0.208 samples = 7300 value = [6440, 860] 873389->873390 875511 Beat <= 2432.5 gini = 0.152 samples = 3148 value = [2888, 260] 873389->875511 873391 (...) 873390->873391 873392 (...) 873390->873392 875512 (...) 875511->875512 876239 (...) 875511->876239 876241 Ward <= 40.5 gini = 0.283 samples = 135 value = [112, 23] 876240->876241 876300 Beat <= 1822.5 gini = 0.429 samples = 713 value = [491, 222] 876240->876300 876242 Beat <= 1816.0 gini = 0.435 samples = 25 value = [17, 8] 876241->876242 876255 Beat <= 2317.5 gini = 0.236 samples = 110 value = [95, 15] 876241->876255 876243 (...) 876242->876243 876244 (...) 876242->876244 876256 (...) 876255->876256 876267 (...) 876255->876267 876301 Location Description <= 5.0 gini = 0.329 samples = 82 value = [65, 17] 876300->876301 876338 Beat <= 1831.5 gini = 0.439 samples = 631 value = [426, 205] 876300->876338 876302 (...) 876301->876302 876331 (...) 876301->876331 876339 (...) 876338->876339 876366 (...) 876338->876366 876642 Community Area <= 16.5 gini = 0.416 samples = 12634 value = [8907, 3727] 876641->876642 882769 Beat <= 1629.0 gini = 0.351 samples = 1750 value = [1353, 397] 876641->882769 876643 Location Description <= 3.5 gini = 0.437 samples = 4397 value = [2980, 1417] 876642->876643 878866 Type_factor <= 8.5 gini = 0.404 samples = 8237 value = [5927, 2310] 876642->878866 876644 Location Description <= 2.5 gini = 0.417 samples = 3118 value = [2193, 925] 876643->876644 878197 Location Description <= 6.5 gini = 0.473 samples = 1279 value = [787, 492] 876643->878197 876645 (...) 876644->876645 877872 (...) 876644->877872 878198 (...) 878197->878198 878435 (...) 878197->878435 878867 Location Description <= 6.5 gini = 0.414 samples = 6074 value = [4297, 1777] 878866->878867 881730 Type_factor <= 9.5 gini = 0.371 samples = 2163 value = [1630, 533] 878866->881730 878868 (...) 878867->878868 881169 (...) 878867->881169 881731 (...) 881730->881731 881744 (...) 881730->881744 882770 Beat <= 1613.5 gini = 0.335 samples = 1468 value = [1156, 312] 882769->882770 883407 Month <= 7.5 gini = 0.421 samples = 282 value = [197, 85] 882769->883407 882771 Location Description <= 4.5 gini = 0.374 samples = 386 value = [290, 96] 882770->882771 882958 Location Description <= 1.5 gini = 0.32 samples = 1082 value = [866, 216] 882770->882958 882772 (...) 882771->882772 882905 (...) 882771->882905 882959 (...) 882958->882959 883194 (...) 882958->883194 883408 Location Description <= 2.5 gini = 0.376 samples = 179 value = [134, 45] 883407->883408 883493 Beat <= 1716.5 gini = 0.475 samples = 103 value = [63, 40] 883407->883493 883409 (...) 883408->883409 883468 (...) 883408->883468 883494 (...) 883493->883494 883525 (...) 883493->883525 883555 Type_factor <= 8.5 gini = 0.359 samples = 20097 value = [15385, 4712] 883554->883555 895200 Year <= 2015.5 gini = 0.404 samples = 85519 value = [61515, 24004] 883554->895200 883556 Community Area <= 12.5 gini = 0.376 samples = 15073 value = [11289, 3784] 883555->883556 892399 Year <= 2015.5 gini = 0.301 samples = 5024 value = [4096, 928] 883555->892399 883557 District <= 19.5 gini = 0.355 samples = 5918 value = [4555, 1363] 883556->883557 886980 Beat <= 2534.5 gini = 0.389 samples = 9155 value = [6734, 2421] 883556->886980 883558 Beat <= 2331.5 gini = 0.341 samples = 3749 value = [2933, 816] 883557->883558 885703 Year <= 2011.5 gini = 0.377 samples = 2169 value = [1622, 547] 883557->885703 883559 (...) 883558->883559 885668 (...) 883558->885668 885704 (...) 885703->885704 886267 (...) 885703->886267 886981 Year <= 2015.5 gini = 0.388 samples = 9076 value = [6689, 2387] 886980->886981 892334 Year <= 2009.5 gini = 0.49 samples = 79 value = [45, 34] 886980->892334 886982 (...) 886981->886982 891835 (...) 886981->891835 892335 (...) 892334->892335 892348 (...) 892334->892348 892400 Community Area <= 16.5 gini = 0.309 samples = 4594 value = [3715, 879] 892399->892400 894999 Ward <= 13.5 gini = 0.202 samples = 430 value = [381, 49] 892399->894999 892401 Ward <= 14.0 gini = 0.295 samples = 2776 value = [2276, 500] 892400->892401 893892 Ward <= 37.5 gini = 0.33 samples = 1818 value = [1439, 379] 892400->893892 892402 (...) 892401->892402 892409 (...) 892401->892409 893893 (...) 893892->893893 894960 (...) 893892->894960 895000 Community Area <= 21.5 gini = 0.444 samples = 3 value = [1, 2] 894999->895000 895003 Community Area <= 9.5 gini = 0.196 samples = 427 value = [380, 47] 894999->895003 895001 (...) 895000->895001 895002 (...) 895000->895002 895004 (...) 895003->895004 895077 (...) 895003->895077 895201 Location Description <= 2.5 gini = 0.409 samples = 78287 value = [55876, 22411] 895200->895201 943186 Beat <= 1813.5 gini = 0.344 samples = 7232 value = [5639, 1593] 895200->943186 895202 Ward <= 45.5 gini = 0.422 samples = 36288 value = [25299, 10989] 895201->895202 917223 Location Description <= 3.5 gini = 0.396 samples = 41999 value = [30577, 11422] 895201->917223 895203 Type_factor <= 8.5 gini = 0.429 samples = 26816 value = [18457, 8359] 895202->895203 912076 Beat <= 2427.5 gini = 0.401 samples = 9472 value = [6842, 2630] 895202->912076 895204 (...) 895203->895204 908377 (...) 895203->908377 912077 (...) 912076->912077 916758 (...) 912076->916758 917224 Year <= 2009.5 gini = 0.367 samples = 13459 value = [10194, 3265] 917223->917224 925459 Beat <= 2332.5 gini = 0.408 samples = 28540 value = [20383, 8157] 917223->925459 917225 (...) 917224->917225 918998 (...) 917224->918998 925460 (...) 925459->925460 937667 (...) 925459->937667 943187 Month <= 4.5 gini = 0.305 samples = 2365 value = [1921, 444] 943186->943187 944716 District <= 22.0 gini = 0.361 samples = 4867 value = [3718, 1149] 943186->944716 943188 Beat <= 1433.0 gini = 0.362 samples = 709 value = [541, 168] 943187->943188 943715 Beat <= 1772.0 gini = 0.278 samples = 1656 value = [1380, 276] 943187->943715 943189 (...) 943188->943189 943300 (...) 943188->943300 943716 (...) 943715->943716 944683 (...) 943715->944683 944717 Location Description <= 3.5 gini = 0.385 samples = 2790 value = [2064, 726] 944716->944717 946580 Location Description <= 2.5 gini = 0.324 samples = 2077 value = [1654, 423] 944716->946580 944718 (...) 944717->944718 945837 (...) 944717->945837 946581 (...) 946580->946581 947314 (...) 946580->947314 947972 Year <= 2007.5 gini = 0.426 samples = 19788 value = [13696, 6092] 947971->947972 960777 Location Description <= 2.5 gini = 0.342 samples = 966687 value = [754637, 212050] 947971->960777 947973 Beat <= 122.5 gini = 0.45 samples = 7207 value = [4739, 2468] 947972->947973 952888 Year <= 2008.5 gini = 0.41 samples = 12581 value = [8957, 3624] 947972->952888 947974 Type_factor <= 8.5 gini = 0.407 samples = 2815 value = [2014, 801] 947973->947974 949745 Location Description <= 1.5 gini = 0.471 samples = 4392 value = [2725, 1667] 947973->949745 947975 Beat <= 111.5 gini = 0.432 samples = 1749 value = [1197, 552] 947974->947975 949136 Location Description <= 2.5 gini = 0.358 samples = 1066 value = [817, 249] 947974->949136 947976 Location Description <= 5.5 gini = 0.376 samples = 382 value = [286, 96] 947975->947976 948261 Year <= 2003.5 gini = 0.445 samples = 1367 value = [911, 456] 947975->948261 947977 Location Description <= 3.5 gini = 0.327 samples = 287 value = [228, 59] 947976->947977 948170 Community Area <= 30.0 gini = 0.476 samples = 95 value = [58, 37] 947976->948170 947978 (...) 947977->947978 948169 (...) 947977->948169 948171 (...) 948170->948171 948250 (...) 948170->948250 948262 Location Description <= 2.5 gini = 0.472 samples = 379 value = [234, 145] 948261->948262 948553 Month <= 10.5 gini = 0.431 samples = 988 value = [677, 311] 948261->948553 948263 (...) 948262->948263 948378 (...) 948262->948378 948554 (...) 948553->948554 949049 (...) 948553->949049 949137 Month <= 3.5 gini = 0.312 samples = 615 value = [496, 119] 949136->949137 949440 Year <= 2006.5 gini = 0.41 samples = 451 value = [321, 130] 949136->949440 949138 Year <= 2004.5 gini = 0.4 samples = 141 value = [102, 39] 949137->949138 949221 Beat <= 112.5 gini = 0.281 samples = 474 value = [394, 80] 949137->949221 949139 (...) 949138->949139 949182 (...) 949138->949182 949222 (...) 949221->949222 949319 (...) 949221->949319 949441 Ward <= 14.5 gini = 0.432 samples = 342 value = [234, 108] 949440->949441 949692 Month <= 3.5 gini = 0.322 samples = 109 value = [87, 22] 949440->949692 949442 (...) 949441->949442 949483 (...) 949441->949483 949693 (...) 949692->949693 949712 (...) 949692->949712 949746 Type_factor <= 9.5 gini = 0.411 samples = 502 value = [357, 145] 949745->949746 950129 Location Description <= 2.5 gini = 0.476 samples = 3890 value = [2368, 1522] 949745->950129 949747 Year <= 2005.5 gini = 0.426 samples = 384 value = [266, 118] 949746->949747 950046 Month <= 11.5 gini = 0.353 samples = 118 value = [91, 27] 949746->950046 949748 Type_factor <= 8.5 gini = 0.398 samples = 226 value = [164, 62] 949747->949748 949943 Year <= 2006.5 gini = 0.458 samples = 158 value = [102, 56] 949747->949943 949749 (...) 949748->949749 949942 (...) 949748->949942 949944 (...) 949943->949944 950001 (...) 949943->950001 950047 Month <= 10.5 gini = 0.377 samples = 107 value = [80, 27] 950046->950047 950128 gini = 0.0 samples = 11 value = [11, 0] 950046->950128 950048 (...) 950047->950048 950123 (...) 950047->950123 950130 Beat <= 131.5 gini = 0.485 samples = 1842 value = [1082, 760] 950129->950130 951361 Location Description <= 6.5 gini = 0.467 samples = 2048 value = [1286, 762] 950129->951361 950131 Type_factor <= 8.5 gini = 0.458 samples = 897 value = [578, 319] 950130->950131 950766 Community Area <= 32.5 gini = 0.498 samples = 945 value = [504, 441] 950130->950766 950132 (...) 950131->950132 950529 (...) 950131->950529 950767 (...) 950766->950767 951026 (...) 950766->951026 951362 Location Description <= 4.5 gini = 0.452 samples = 1426 value = [935, 491] 951361->951362 952409 Type_factor <= 9.0 gini = 0.492 samples = 622 value = [351, 271] 951361->952409 951363 (...) 951362->951363 952240 (...) 951362->952240 952410 (...) 952409->952410 952763 (...) 952409->952763 952889 Month <= 11.5 gini = 0.24 samples = 1970 value = [1695, 275] 952888->952889 953560 Location Description <= 3.5 gini = 0.432 samples = 10611 value = [7262, 3349] 952888->953560 952890 Month <= 8.5 gini = 0.227 samples = 1812 value = [1575, 237] 952889->952890 953485 Location Description <= 1.5 gini = 0.365 samples = 158 value = [120, 38] 952889->953485 952891 Type_factor <= 9.0 gini = 0.249 samples = 1396 value = [1193, 203] 952890->952891 953368 Ward <= 2.5 gini = 0.15 samples = 416 value = [382, 34] 952890->953368 952892 Beat <= 123.5 gini = 0.274 samples = 952 value = [796, 156] 952891->952892 953243 Community Area <= 30.0 gini = 0.189 samples = 444 value = [397, 47] 952891->953243 952893 (...) 952892->952893 953078 (...) 952892->953078 953244 (...) 953243->953244 953269 (...) 953243->953269 953369 Beat <= 127.0 gini = 0.104 samples = 218 value = [206, 12] 953368->953369 953420 Ward <= 15.0 gini = 0.198 samples = 198 value = [176, 22] 953368->953420 953370 (...) 953369->953370 953387 (...) 953369->953387 953421 (...) 953420->953421 953424 (...) 953420->953424 953486 Type_factor <= 9.0 gini = 0.124 samples = 15 value = [14, 1] 953485->953486 953491 Beat <= 122.5 gini = 0.384 samples = 143 value = [106, 37] 953485->953491 953487 gini = 0.0 samples = 11 value = [11, 0] 953486->953487 953488 Location Description <= 0.5 gini = 0.375 samples = 4 value = [3, 1] 953486->953488 953489 (...) 953488->953489 953490 (...) 953488->953490 953492 Location Description <= 8.0 gini = 0.286 samples = 52 value = [43, 9] 953491->953492 953511 Location Description <= 5.0 gini = 0.426 samples = 91 value = [63, 28] 953491->953511 953493 (...) 953492->953493 953506 (...) 953492->953506 953512 (...) 953511->953512 953551 (...) 953511->953551 953561 Location Description <= 2.5 gini = 0.417 samples = 7552 value = [5316, 2236] 953560->953561 958476 Year <= 2015.5 gini = 0.463 samples = 3059 value = [1946, 1113] 953560->958476 953562 Location Description <= 1.5 gini = 0.431 samples = 5662 value = [3886, 1776] 953561->953562 957239 Year <= 2014.5 gini = 0.368 samples = 1890 value = [1430, 460] 953561->957239 953563 Month <= 7.5 gini = 0.361 samples = 1301 value = [994, 307] 953562->953563 954478 Beat <= 112.5 gini = 0.447 samples = 4361 value = [2892, 1469] 953562->954478 953564 (...) 953563->953564 954069 (...) 953563->954069 954479 (...) 954478->954479 954930 (...) 954478->954930 957240 Year <= 2010.5 gini = 0.39 samples = 1440 value = [1058, 382] 957239->957240 958191 Beat <= 111.5 gini = 0.287 samples = 450 value = [372, 78] 957239->958191 957241 (...) 957240->957241 957600 (...) 957240->957600 958192 (...) 958191->958192 958235 (...) 958191->958235 958477 Year <= 2011.5 gini = 0.47 samples = 2643 value = [1646, 997] 958476->958477 960470 Beat <= 112.5 gini = 0.402 samples = 416 value = [300, 116] 958476->960470 958478 Year <= 2009.5 gini = 0.447 samples = 1209 value = [801, 408] 958477->958478 959191 Beat <= 122.5 gini = 0.484 samples = 1434 value = [845, 589] 958477->959191 958479 (...) 958478->958479 958762 (...) 958478->958762 959192 (...) 959191->959192 959869 (...) 959191->959869 960471 Month <= 6.5 gini = 0.469 samples = 104 value = [65, 39] 960470->960471 960564 Month <= 11.5 gini = 0.372 samples = 312 value = [235, 77] 960470->960564 960472 (...) 960471->960472 960511 (...) 960471->960511 960565 (...) 960564->960565 960770 (...) 960564->960770 960778 Location Description <= 0.5 gini = 0.354 samples = 524570 value = [404171, 120399] 960777->960778 1205663 Type_factor <= 9.5 gini = 0.329 samples = 442117 value = [350466, 91651] 960777->1205663 960779 Type_factor <= 8.5 gini = 0.334 samples = 236635 value = [186465, 50170] 960778->960779 1062310 District <= 11.5 gini = 0.369 samples = 287935 value = [217706, 70229] 960778->1062310 960780 Community Area <= 66.5 gini = 0.343 samples = 178492 value = [139306, 39186] 960779->960780 1031625 Type_factor <= 9.5 gini = 0.306 samples = 58143 value = [47159, 10984] 960779->1031625 960781 Beat <= 511.5 gini = 0.351 samples = 129844 value = [100345, 29499] 960780->960781 1014198 Community Area <= 68.5 gini = 0.319 samples = 48648 value = [38961, 9687] 960780->1014198 960782 Ward <= 8.5 gini = 0.325 samples = 30723 value = [24439, 6284] 960781->960782 973301 Community Area <= 29.5 gini = 0.359 samples = 99121 value = [75906, 23215] 960781->973301 960783 (...) 960782->960783 969428 (...) 960782->969428 973302 (...) 973301->973302 989859 (...) 973301->989859 1014199 Year <= 2007.5 gini = 0.302 samples = 20540 value = [16735, 3805] 1014198->1014199 1020470 Beat <= 2022.5 gini = 0.331 samples = 28108 value = [22226, 5882] 1014198->1020470 1014200 (...) 1014199->1014200 1016991 (...) 1014199->1016991 1020471 (...) 1020470->1020471 1027476 (...) 1020470->1027476 1031626 Year <= 2007.5 gini = 0.201 samples = 2264 value = [2007, 257] 1031625->1031626 1032437 Month <= 2.5 gini = 0.31 samples = 55879 value = [45152, 10727] 1031625->1032437 1031627 Community Area <= 60.5 gini = 0.257 samples = 1102 value = [935, 167] 1031626->1031627 1032134 Month <= 7.5 gini = 0.143 samples = 1162 value = [1072, 90] 1031626->1032134 1031628 (...) 1031627->1031628 1031961 (...) 1031627->1031961 1032135 (...) 1032134->1032135 1032344 (...) 1032134->1032344 1032438 Beat <= 572.0 gini = 0.346 samples = 7190 value = [5593, 1597] 1032437->1032438 1036619 Ward <= 28.5 gini = 0.305 samples = 48689 value = [39559, 9130] 1032437->1036619 1032439 (...) 1032438->1032439 1033716 (...) 1032438->1033716 1036620 (...) 1036619->1036620 1058445 (...) 1036619->1058445 1062311 District <= 10.5 gini = 0.365 samples = 224936 value = [170985, 53951] 1062310->1062311 1172934 Community Area <= 24.5 gini = 0.383 samples = 62999 value = [46721, 16278] 1062310->1172934 1062312 District <= 7.5 gini = 0.369 samples = 200365 value = [151422, 48943] 1062311->1062312 1160957 Community Area <= 25.5 gini = 0.325 samples = 24571 value = [19563, 5008] 1062311->1160957 1062313 District <= 6.5 gini = 0.361 samples = 145611 value = [111169, 34442] 1062312->1062313 1130540 Beat <= 1022.5 gini = 0.389 samples = 54754 value = [40253, 14501] 1062312->1130540 1062314 (...) 1062313->1062314 1118283 (...) 1062313->1118283 1130541 (...) 1130540->1130541 1156204 (...) 1130540->1156204 1160958 Year <= 2015.5 gini = 0.308 samples = 7609 value = [6162, 1447] 1160957->1160958 1164249 Ward <= 13.0 gini = 0.332 samples = 16962 value = [13401, 3561] 1160957->1164249 1160959 (...) 1160958->1160959 1164096 (...) 1160958->1164096 1164250 (...) 1164249->1164250 1165389 (...) 1164249->1165389 1172935 Beat <= 1312.5 gini = 0.407 samples = 13655 value = [9776, 3879] 1172934->1172935 1181352 Beat <= 1224.5 gini = 0.376 samples = 49344 value = [36945, 12399] 1172934->1181352 1172936 Year <= 2004.5 gini = 0.352 samples = 2230 value = [1722, 508] 1172935->1172936 1174473 Year <= 2010.5 gini = 0.416 samples = 11425 value = [8054, 3371] 1172935->1174473 1172937 (...) 1172936->1172937 1173218 (...) 1172936->1173218 1174474 (...) 1174473->1174474 1179533 (...) 1174473->1179533 1181353 Ward <= 18.0 gini = 0.417 samples = 6306 value = [4435, 1871] 1181352->1181353 1184854 Ward <= 36.5 gini = 0.37 samples = 43038 value = [32510, 10528] 1181352->1184854 1181354 (...) 1181353->1181354 1182839 (...) 1181353->1182839 1184855 (...) 1184854->1184855 1198568 (...) 1184854->1198568 1205664 Location Description <= 3.5 gini = 0.314 samples = 322657 value = [259849, 62808] 1205663->1205664 1352247 Location Description <= 3.5 gini = 0.366 samples = 119460 value = [90617, 28843] 1205663->1352247 1205665 Community Area <= 66.5 gini = 0.286 samples = 128172 value = [106037, 22135] 1205664->1205665 1259378 Location Description <= 6.5 gini = 0.331 samples = 194485 value = [153812, 40673] 1205664->1259378 1205666 District <= 3.5 gini = 0.294 samples = 96319 value = [79098, 17221] 1205665->1205666 1247265 Community Area <= 68.5 gini = 0.261 samples = 31853 value = [26939, 4914] 1205665->1247265 1205667 Ward <= 2.5 gini = 0.319 samples = 15348 value = [12293, 3055] 1205666->1205667 1212808 District <= 11.5 gini = 0.289 samples = 80971 value = [66805, 14166] 1205666->1212808 1205668 (...) 1205667->1205668 1205961 (...) 1205667->1205961 1212809 (...) 1212808->1212809 1237954 (...) 1212808->1237954 1247266 Year <= 2005.5 gini = 0.238 samples = 13910 value = [11989, 1921] 1247265->1247266 1251941 Beat <= 2211.5 gini = 0.278 samples = 17943 value = [14950, 2993] 1247265->1251941 1247267 (...) 1247266->1247267 1248836 (...) 1247266->1248836 1251942 (...) 1251941->1251942 1257143 (...) 1251941->1257143 1259379 Ward <= 2.5 gini = 0.412 samples = 53408 value = [37883, 15525] 1259378->1259379 1288548 Ward <= 1.5 gini = 0.293 samples = 141077 value = [115929, 25148] 1259378->1288548 1259380 District <= 13.0 gini = 0.474 samples = 3947 value = [2427, 1520] 1259379->1259380 1261435 Beat <= 2227.5 gini = 0.406 samples = 49461 value = [35456, 14005] 1259379->1261435 1259381 (...) 1259380->1259381 1261168 (...) 1259380->1261168 1261436 (...) 1261435->1261436 1286721 (...) 1261435->1286721 1288549 Location Description <= 7.5 gini = 0.385 samples = 2252 value = [1667, 585] 1288548->1288549 1289844 Community Area <= 75.5 gini = 0.291 samples = 138825 value = [114262, 24563] 1288548->1289844 1288550 (...) 1288549->1288550 1288611 (...) 1288549->1288611 1289845 (...) 1289844->1289845 1351226 (...) 1289844->1351226 1352248 District <= 7.5 gini = 0.34 samples = 49270 value = [38558, 10712] 1352247->1352248 1381055 District <= 7.5 gini = 0.383 samples = 70190 value = [52059, 18131] 1352247->1381055 1352249 Year <= 2011.5 gini = 0.327 samples = 23080 value = [18332, 4748] 1352248->1352249 1365420 Community Area <= 29.5 gini = 0.352 samples = 26190 value = [20226, 5964] 1352248->1365420 1352250 Beat <= 372.5 gini = 0.319 samples = 19121 value = [15313, 3808] 1352249->1352250 1362469 Ward <= 5.5 gini = 0.362 samples = 3959 value = [3019, 940] 1352249->1362469 1352251 (...) 1352250->1352251 1354838 (...) 1352250->1354838 1362470 (...) 1362469->1362470 1362859 (...) 1362469->1362859 1365421 Beat <= 1527.5 gini = 0.324 samples = 12212 value = [9727, 2485] 1365420->1365421 1372446 Community Area <= 68.0 gini = 0.374 samples = 13978 value = [10499, 3479] 1365420->1372446 1365422 (...) 1365421->1365422 1371049 (...) 1365421->1371049 1372447 (...) 1372446->1372447 1379060 (...) 1372446->1379060 1381056 Year <= 2009.5 gini = 0.368 samples = 32835 value = [24842, 7993] 1381055->1381056 1401053 Year <= 2015.5 gini = 0.395 samples = 37355 value = [27217, 10138] 1381055->1401053 1381057 Beat <= 627.5 gini = 0.353 samples = 21074 value = [16248, 4826] 1381056->1381057 1392690 Ward <= 4.5 gini = 0.394 samples = 11761 value = [8594, 3167] 1381056->1392690 1381058 (...) 1381057->1381058 1389207 (...) 1381057->1389207 1392691 (...) 1392690->1392691 1393650 (...) 1392690->1393650 1401054 Ward <= 17.5 gini = 0.399 samples = 35875 value = [26018, 9857] 1401053->1401054 1423855 Beat <= 1228.0 gini = 0.308 samples = 1480 value = [1199, 281] 1401053->1423855 1401055 (...) 1401054->1401055 1408386 (...) 1401054->1408386 1423856 (...) 1423855->1423856 1424449 (...) 1423855->1424449 1424811 District <= 5.5 gini = 0.016 samples = 556766 value = [4417, 552349] 1424810->1424811 1440964 Location Description <= 1.5 gini = 0.288 samples = 184655 value = [32276, 152379] 1424810->1440964 1424812 Beat <= 472.5 gini = 0.04 samples = 114234 value = [2342, 111892] 1424811->1424812 1430813 Year <= 2005.5 gini = 0.009 samples = 442532 value = [2075, 440457] 1424811->1430813 1424813 Year <= 2005.5 gini = 0.02 samples = 81267 value = [808, 80459] 1424812->1424813 1428304 Year <= 2006.5 gini = 0.089 samples = 32967 value = [1534, 31433] 1424812->1428304 1424814 Year <= 2004.5 gini = 0.002 samples = 19843 value = [20, 19823] 1424813->1424814 1425001 Beat <= 372.5 gini = 0.025 samples = 61424 value = [788, 60636] 1424813->1425001 1424815 Location Description <= 0.5 gini = 0.0 samples = 13948 value = [3, 13945] 1424814->1424815 1424856 Community Area <= 37.5 gini = 0.006 samples = 5895 value = [17, 5878] 1424814->1424856 1424816 Ward <= 5.5 gini = 0.003 samples = 658 value = [1, 657] 1424815->1424816 1424827 Beat <= 317.5 gini = 0.0 samples = 13290 value = [2, 13288] 1424815->1424827 1424817 Year <= 2002.5 gini = 0.013 samples = 157 value = [1, 156] 1424816->1424817 1424826 gini = 0.0 samples = 501 value = [0, 501] 1424816->1424826 1424818 Ward <= 4.5 gini = 0.051 samples = 38 value = [1, 37] 1424817->1424818 1424825 gini = 0.0 samples = 119 value = [0, 119] 1424817->1424825 1424819 gini = 0.0 samples = 22 value = [0, 22] 1424818->1424819 1424820 Beat <= 322.5 gini = 0.117 samples = 16 value = [1, 15] 1424818->1424820 1424821 (...) 1424820->1424821 1424824 (...) 1424820->1424824 1424828 gini = 0.0 samples = 7386 value = [0, 7386] 1424827->1424828 1424829 Beat <= 327.5 gini = 0.001 samples = 5904 value = [2, 5902] 1424827->1424829 1424830 Community Area <= 56.0 gini = 0.003 samples = 1583 value = [2, 1581] 1424829->1424830 1424855 gini = 0.0 samples = 4321 value = [0, 4321] 1424829->1424855 1424831 Year <= 2002.5 gini = 0.005 samples = 864 value = [2, 862] 1424830->1424831 1424854 gini = 0.0 samples = 719 value = [0, 719] 1424830->1424854 1424832 (...) 1424831->1424832 1424841 (...) 1424831->1424841 1424857 Beat <= 231.5 gini = 0.014 samples = 1308 value = [9, 1299] 1424856->1424857 1424920 Community Area <= 51.5 gini = 0.003 samples = 4587 value = [8, 4579] 1424856->1424920 1424858 Ward <= 3.5 gini = 0.012 samples = 1289 value = [8, 1281] 1424857->1424858 1424915 Month <= 1.5 gini = 0.1 samples = 19 value = [1, 18] 1424857->1424915 1424859 Month <= 1.5 gini = 0.006 samples = 687 value = [2, 685] 1424858->1424859 1424878 Month <= 7.5 gini = 0.02 samples = 602 value = [6, 596] 1424858->1424878 1424860 Beat <= 133.0 gini = 0.035 samples = 56 value = [1, 55] 1424859->1424860 1424867 Community Area <= 34.5 gini = 0.003 samples = 631 value = [1, 630] 1424859->1424867 1424861 (...) 1424860->1424861 1424862 (...) 1424860->1424862 1424868 (...) 1424867->1424868 1424869 (...) 1424867->1424869 1424879 Beat <= 123.5 gini = 0.009 samples = 430 value = [2, 428] 1424878->1424879 1424898 Month <= 8.5 gini = 0.045 samples = 172 value = [4, 168] 1424878->1424898 1424880 (...) 1424879->1424880 1424887 (...) 1424879->1424887 1424899 (...) 1424898->1424899 1424906 (...) 1424898->1424906 1424916 Location Description <= 3.5 gini = 0.444 samples = 3 value = [1, 2] 1424915->1424916 1424919 gini = 0.0 samples = 16 value = [0, 16] 1424915->1424919 1424917 gini = 0.5 samples = 2 value = [1, 1] 1424916->1424917 1424918 gini = 0.0 samples = 1 value = [0, 1] 1424916->1424918 1424921 Location Description <= 7.5 gini = 0.002 samples = 3852 value = [4, 3848] 1424920->1424921 1424964 Location Description <= 5.5 gini = 0.011 samples = 735 value = [4, 731] 1424920->1424964 1424922 Month <= 2.5 gini = 0.001 samples = 2367 value = [1, 2366] 1424921->1424922 1424935 Month <= 7.5 gini = 0.004 samples = 1485 value = [3, 1482] 1424921->1424935 1424923 Location Description <= 2.5 gini = 0.004 samples = 479 value = [1, 478] 1424922->1424923 1424934 gini = 0.0 samples = 1888 value = [0, 1888] 1424922->1424934 1424924 (...) 1424923->1424924 1424933 (...) 1424923->1424933 1424936 gini = 0.0 samples = 879 value = [0, 879] 1424935->1424936 1424937 Month <= 8.5 gini = 0.01 samples = 606 value = [3, 603] 1424935->1424937 1424938 (...) 1424937->1424938 1424953 (...) 1424937->1424953 1424965 Month <= 8.5 gini = 0.005 samples = 440 value = [1, 439] 1424964->1424965 1424978 Location Description <= 6.5 gini = 0.02 samples = 295 value = [3, 292] 1424964->1424978 1424966 gini = 0.0 samples = 306 value = [0, 306] 1424965->1424966 1424967 Month <= 9.5 gini = 0.015 samples = 134 value = [1, 133] 1424965->1424967 1424968 (...) 1424967->1424968 1424977 (...) 1424967->1424977 1424979 Month <= 2.5 gini = 0.069 samples = 28 value = [1, 27] 1424978->1424979 1424986 Month <= 7.5 gini = 0.015 samples = 267 value = [2, 265] 1424978->1424986 1424980 (...) 1424979->1424980 1424985 (...) 1424979->1424985 1424987 (...) 1424986->1424987 1424988 (...) 1424986->1424988 1425002 Year <= 2007.5 gini = 0.035 samples = 39122 value = [697, 38425] 1425001->1425002 1427769 Year <= 2006.5 gini = 0.008 samples = 22302 value = [91, 22211] 1425001->1427769 1425003 Year <= 2006.5 gini = 0.059 samples = 11833 value = [362, 11471] 1425002->1425003 1426104 Location Description <= 1.5 gini = 0.024 samples = 27289 value = [335, 26954] 1425002->1426104 1425004 Month <= 3.5 gini = 0.027 samples = 6561 value = [90, 6471] 1425003->1425004 1425357 District <= 2.5 gini = 0.098 samples = 5272 value = [272, 5000] 1425003->1425357 1425005 gini = 0.0 samples = 1303 value = [0, 1303] 1425004->1425005 1425006 Month <= 5.5 gini = 0.034 samples = 5258 value = [90, 5168] 1425004->1425006 1425007 Community Area <= 68.5 gini = 0.074 samples = 1267 value = [49, 1218] 1425006->1425007 1425164 Month <= 8.5 gini = 0.02 samples = 3991 value = [41, 3950] 1425006->1425164 1425008 (...) 1425007->1425008 1425131 (...) 1425007->1425131 1425165 (...) 1425164->1425165 1425286 (...) 1425164->1425286 1425358 Ward <= 2.5 gini = 0.019 samples = 2546 value = [24, 2522] 1425357->1425358 1425461 Month <= 2.5 gini = 0.165 samples = 2726 value = [248, 2478] 1425357->1425461 1425359 Month <= 3.5 gini = 0.079 samples = 243 value = [10, 233] 1425358->1425359 1425390 Community Area <= 33.5 gini = 0.012 samples = 2303 value = [14, 2289] 1425358->1425390 1425360 (...) 1425359->1425360 1425389 (...) 1425359->1425389 1425391 (...) 1425390->1425391 1425404 (...) 1425390->1425404 1425462 Community Area <= 41.0 gini = 0.238 samples = 513 value = [71, 442] 1425461->1425462 1425585 Month <= 4.5 gini = 0.147 samples = 2213 value = [177, 2036] 1425461->1425585 1425463 (...) 1425462->1425463 1425470 (...) 1425462->1425470 1425586 (...) 1425585->1425586 1425673 (...) 1425585->1425673 1426105 Year <= 2011.5 gini = 0.058 samples = 2256 value = [68, 2188] 1426104->1426105 1426444 Year <= 2011.5 gini = 0.021 samples = 25033 value = [267, 24766] 1426104->1426444 1426106 Year <= 2008.5 gini = 0.028 samples = 1566 value = [22, 1544] 1426105->1426106 1426227 Year <= 2014.5 gini = 0.124 samples = 690 value = [46, 644] 1426105->1426227 1426107 Month <= 1.5 gini = 0.052 samples = 337 value = [9, 328] 1426106->1426107 1426150 Beat <= 272.5 gini = 0.021 samples = 1229 value = [13, 1216] 1426106->1426150 1426108 (...) 1426107->1426108 1426119 (...) 1426107->1426119 1426151 (...) 1426150->1426151 1426206 (...) 1426150->1426206 1426228 Community Area <= 34.0 gini = 0.155 samples = 542 value = [46, 496] 1426227->1426228 1426443 gini = 0.0 samples = 148 value = [0, 148] 1426227->1426443 1426229 (...) 1426228->1426229 1426242 (...) 1426228->1426242 1426445 Year <= 2009.5 gini = 0.017 samples = 18141 value = [158, 17983] 1426444->1426445 1427098 Month <= 7.5 gini = 0.031 samples = 6892 value = [109, 6783] 1426444->1427098 1426446 Month <= 11.5 gini = 0.026 samples = 10827 value = [145, 10682] 1426445->1426446 1427009 Beat <= 211.5 gini = 0.004 samples = 7314 value = [13, 7301] 1426445->1427009 1426447 (...) 1426446->1426447 1426970 (...) 1426446->1426970 1427010 (...) 1427009->1427010 1427055 (...) 1427009->1427055 1427099 Location Description <= 7.5 gini = 0.02 samples = 4271 value = [43, 4228] 1427098->1427099 1427394 Year <= 2013.5 gini = 0.049 samples = 2621 value = [66, 2555] 1427098->1427394 1427100 (...) 1427099->1427100 1427329 (...) 1427099->1427329 1427395 (...) 1427394->1427395 1427754 (...) 1427394->1427754 1427770 Month <= 7.5 gini = 0.021 samples = 3803 value = [40, 3763] 1427769->1427770 1427959 Year <= 2009.5 gini = 0.005 samples = 18499 value = [51, 18448] 1427769->1427959 1427771 Month <= 3.5 gini = 0.033 samples = 2116 value = [36, 2080] 1427770->1427771 1427922 Month <= 8.5 gini = 0.005 samples = 1687 value = [4, 1683] 1427770->1427922 1427772 gini = 0.0 samples = 789 value = [0, 789] 1427771->1427772 1427773 Community Area <= 51.5 gini = 0.053 samples = 1327 value = [36, 1291] 1427771->1427773 1427774 Month <= 4.5 gini = 0.041 samples = 1204 value = [25, 1179] 1427773->1427774 1427889 Month <= 5.5 gini = 0.163 samples = 123 value = [11, 112] 1427773->1427889 1427775 (...) 1427774->1427775 1427806 (...) 1427774->1427806 1427890 (...) 1427889->1427890 1427921 (...) 1427889->1427921 1427923 Ward <= 7.5 gini = 0.011 samples = 370 value = [2, 368] 1427922->1427923 1427936 Location Description <= 8.5 gini = 0.003 samples = 1317 value = [2, 1315] 1427922->1427936 1427924 gini = 0.0 samples = 228 value = [0, 228] 1427923->1427924 1427925 Community Area <= 44.0 gini = 0.028 samples = 142 value = [2, 140] 1427923->1427925 1427926 (...) 1427925->1427926 1427929 (...) 1427925->1427929 1427937 Location Description <= 7.5 gini = 0.005 samples = 841 value = [2, 839] 1427936->1427937 1427958 gini = 0.0 samples = 476 value = [0, 476] 1427936->1427958 1427938 (...) 1427937->1427938 1427949 (...) 1427937->1427949 1427960 Month <= 10.5 gini = 0.008 samples = 10106 value = [41, 10065] 1427959->1427960 1428201 Location Description <= 0.5 gini = 0.002 samples = 8393 value = [10, 8383] 1427959->1428201 1427961 Month <= 4.5 gini = 0.006 samples = 8631 value = [27, 8604] 1427960->1427961 1428122 Community Area <= 53.5 gini = 0.019 samples = 1475 value = [14, 1461] 1427960->1428122 1427962 Beat <= 422.5 gini = 0.011 samples = 3682 value = [20, 3662] 1427961->1427962 1428059 Beat <= 411.5 gini = 0.003 samples = 4949 value = [7, 4942] 1427961->1428059 1427963 (...) 1427962->1427963 1428048 (...) 1427962->1428048 1428060 (...) 1428059->1428060 1428071 (...) 1428059->1428071 1428123 Community Area <= 45.5 gini = 0.017 samples = 1433 value = [12, 1421] 1428122->1428123 1428196 Location Description <= 8.5 gini = 0.091 samples = 42 value = [2, 40] 1428122->1428196 1428124 (...) 1428123->1428124 1428169 (...) 1428123->1428169 1428197 (...) 1428196->1428197 1428198 (...) 1428196->1428198 1428202 Beat <= 433.5 gini = 0.013 samples = 619 value = [4, 615] 1428201->1428202 1428233 Month <= 3.5 gini = 0.002 samples = 7774 value = [6, 7768] 1428201->1428233 1428203 Month <= 11.5 gini = 0.01 samples = 602 value = [3, 599] 1428202->1428203 1428228 Month <= 2.5 gini = 0.111 samples = 17 value = [1, 16] 1428202->1428228 1428204 (...) 1428203->1428204 1428221 (...) 1428203->1428221 1428229 (...) 1428228->1428229 1428232 (...) 1428228->1428232 1428234 Community Area <= 43.5 gini = 0.004 samples = 2262 value = [4, 2258] 1428233->1428234 1428281 Beat <= 433.5 gini = 0.001 samples = 5512 value = [2, 5510] 1428233->1428281 1428235 (...) 1428234->1428235 1428262 (...) 1428234->1428262 1428282 (...) 1428281->1428282 1428293 (...) 1428281->1428293 1428305 Year <= 2005.5 gini = 0.02 samples = 13036 value = [135, 12901] 1428304->1428305 1428802 Year <= 2008.5 gini = 0.131 samples = 19931 value = [1399, 18532] 1428304->1428802 1428306 Year <= 2004.5 gini = 0.004 samples = 7867 value = [15, 7852] 1428305->1428306 1428429 Month <= 11.5 gini = 0.045 samples = 5169 value = [120, 5049] 1428305->1428429 1428307 Community Area <= 52.0 gini = 0.001 samples = 5129 value = [3, 5126] 1428306->1428307 1428340 Month <= 7.5 gini = 0.009 samples = 2738 value = [12, 2726] 1428306->1428340 1428308 gini = 0.0 samples = 3276 value = [0, 3276] 1428307->1428308 1428309 Location Description <= 5.5 gini = 0.003 samples = 1853 value = [3, 1850] 1428307->1428309 1428310 Beat <= 522.5 gini = 0.001 samples = 1441 value = [1, 1440] 1428309->1428310 1428323 Location Description <= 6.5 gini = 0.01 samples = 412 value = [2, 410] 1428309->1428323 1428311 Year <= 2003.5 gini = 0.005 samples = 368 value = [1, 367] 1428310->1428311 1428322 gini = 0.0 samples = 1073 value = [0, 1073] 1428310->1428322 1428312 (...) 1428311->1428312 1428313 (...) 1428311->1428313 1428324 Beat <= 522.5 gini = 0.124 samples = 15 value = [1, 14] 1428323->1428324 1428327 Beat <= 528.0 gini = 0.005 samples = 397 value = [1, 396] 1428323->1428327 1428325 (...) 1428324->1428325 1428326 (...) 1428324->1428326 1428328 (...) 1428327->1428328 1428329 (...) 1428327->1428329 1428341 Beat <= 523.5 gini = 0.002 samples = 1671 value = [2, 1669] 1428340->1428341 1428366 Location Description <= 0.5 gini = 0.019 samples = 1067 value = [10, 1057] 1428340->1428366 1428342 Location Description <= 2.5 gini = 0.005 samples = 754 value = [2, 752] 1428341->1428342 1428365 gini = 0.0 samples = 917 value = [0, 917] 1428341->1428365 1428343 Beat <= 522.5 gini = 0.024 samples = 83 value = [1, 82] 1428342->1428343 1428352 Month <= 2.5 gini = 0.003 samples = 671 value = [1, 670] 1428342->1428352 1428344 (...) 1428343->1428344 1428345 (...) 1428343->1428345 1428353 (...) 1428352->1428353 1428364 (...) 1428352->1428364 1428367 Beat <= 512.5 gini = 0.081 samples = 47 value = [2, 45] 1428366->1428367 1428378 Month <= 9.5 gini = 0.016 samples = 1020 value = [8, 1012] 1428366->1428378 1428368 Community Area <= 49.5 gini = 0.278 samples = 12 value = [2, 10] 1428367->1428368 1428377 gini = 0.0 samples = 35 value = [0, 35] 1428367->1428377 1428369 (...) 1428368->1428369 1428376 (...) 1428368->1428376 1428379 Beat <= 532.5 gini = 0.035 samples = 388 value = [7, 381] 1428378->1428379 1428420 Community Area <= 53.5 gini = 0.003 samples = 632 value = [1, 631] 1428378->1428420 1428380 (...) 1428379->1428380 1428411 (...) 1428379->1428411 1428421 (...) 1428420->1428421 1428422 (...) 1428420->1428422 1428430 Month <= 9.5 gini = 0.038 samples = 4756 value = [93, 4663] 1428429->1428430 1428719 Beat <= 517.5 gini = 0.122 samples = 413 value = [27, 386] 1428429->1428719 1428431 Month <= 3.5 gini = 0.047 samples = 3811 value = [91, 3720] 1428430->1428431 1428702 Community Area <= 53.5 gini = 0.004 samples = 945 value = [2, 943] 1428430->1428702 1428432 District <= 1.5 gini = 0.007 samples = 845 value = [3, 842] 1428431->1428432 1428449 Month <= 5.5 gini = 0.058 samples = 2966 value = [88, 2878] 1428431->1428449 1428433 Month <= 2.5 gini = 0.03 samples = 133 value = [2, 131] 1428432->1428433 1428438 Beat <= 523.5 gini = 0.003 samples = 712 value = [1, 711] 1428432->1428438 1428434 (...) 1428433->1428434 1428435 (...) 1428433->1428435 1428439 (...) 1428438->1428439 1428440 (...) 1428438->1428440 1428450 Beat <= 523.5 gini = 0.094 samples = 974 value = [48, 926] 1428449->1428450 1428567 Location Description <= 1.5 gini = 0.039 samples = 1992 value = [40, 1952] 1428449->1428567 1428451 (...) 1428450->1428451 1428512 (...) 1428450->1428512 1428568 (...) 1428567->1428568 1428601 (...) 1428567->1428601 1428703 Beat <= 511.5 gini = 0.002 samples = 878 value = [1, 877] 1428702->1428703 1428714 Location Description <= 2.5 gini = 0.029 samples = 67 value = [1, 66] 1428702->1428714 1428704 Location Description <= 8.5 gini = 0.027 samples = 72 value = [1, 71] 1428703->1428704 1428713 gini = 0.0 samples = 806 value = [0, 806] 1428703->1428713 1428705 (...) 1428704->1428705 1428706 (...) 1428704->1428706 1428715 Month <= 10.5 gini = 0.05 samples = 39 value = [1, 38] 1428714->1428715 1428718 gini = 0.0 samples = 28 value = [0, 28] 1428714->1428718 1428716 (...) 1428715->1428716 1428717 (...) 1428715->1428717 1428720 Location Description <= 2.5 gini = 0.178 samples = 142 value = [14, 128] 1428719->1428720 1428755 Beat <= 527.5 gini = 0.091 samples = 271 value = [13, 258] 1428719->1428755 1428721 Beat <= 512.5 gini = 0.375 samples = 12 value = [3, 9] 1428720->1428721 1428728 Ward <= 15.0 gini = 0.155 samples = 130 value = [11, 119] 1428720->1428728 1428722 gini = 0.0 samples = 6 value = [0, 6] 1428721->1428722 1428723 Ward <= 21.5 gini = 0.5 samples = 6 value = [3, 3] 1428721->1428723 1428724 (...) 1428723->1428724 1428727 (...) 1428723->1428727 1428729 Location Description <= 4.0 gini = 0.225 samples = 62 value = [8, 54] 1428728->1428729 1428746 Ward <= 27.5 gini = 0.084 samples = 68 value = [3, 65] 1428728->1428746 1428730 (...) 1428729->1428730 1428739 (...) 1428729->1428739 1428747 (...) 1428746->1428747 1428748 (...) 1428746->1428748 1428756 Location Description <= 8.5 gini = 0.056 samples = 140 value = [4, 136] 1428755->1428756 1428775 Community Area <= 49.5 gini = 0.128 samples = 131 value = [9, 122] 1428755->1428775 1428757 Beat <= 522.5 gini = 0.019 samples = 103 value = [1, 102] 1428756->1428757 1428768 Community Area <= 51.0 gini = 0.149 samples = 37 value = [3, 34] 1428756->1428768 1428758 (...) 1428757->1428758 1428767 (...) 1428757->1428767 1428769 (...) 1428768->1428769 1428770 (...) 1428768->1428770 1428776 Location Description <= 2.5 gini = 0.075 samples = 77 value = [3, 74] 1428775->1428776 1428789 Beat <= 531.5 gini = 0.198 samples = 54 value = [6, 48] 1428775->1428789 1428777 (...) 1428776->1428777 1428782 (...) 1428776->1428782 1428790 (...) 1428789->1428790 1428793 (...) 1428789->1428793 1428803 Month <= 7.5 gini = 0.263 samples = 8165 value = [1270, 6895] 1428802->1428803 1430336 District <= 1.5 gini = 0.022 samples = 11766 value = [129, 11637] 1428802->1430336 1428804 Month <= 4.5 gini = 0.304 samples = 5417 value = [1011, 4406] 1428803->1428804 1429849 Year <= 2007.5 gini = 0.171 samples = 2748 value = [259, 2489] 1428803->1429849 1428805 Year <= 2007.5 gini = 0.23 samples = 3598 value = [478, 3120] 1428804->1428805 1429328 Year <= 2007.5 gini = 0.414 samples = 1819 value = [533, 1286] 1428804->1429328 1428806 Ward <= 7.0 gini = 0.276 samples = 2184 value = [361, 1823] 1428805->1428806 1429133 Beat <= 1523.5 gini = 0.152 samples = 1414 value = [117, 1297] 1428805->1429133 1428807 Location Description <= 2.5 gini = 0.022 samples = 532 value = [6, 526] 1428806->1428807 1428820 Month <= 1.5 gini = 0.337 samples = 1652 value = [355, 1297] 1428806->1428820 1428808 (...) 1428807->1428808 1428819 (...) 1428807->1428819 1428821 (...) 1428820->1428821 1428930 (...) 1428820->1428930 1429134 Location Description <= 2.5 gini = 0.034 samples = 987 value = [17, 970] 1429133->1429134 1429195 Month <= 2.5 gini = 0.359 samples = 427 value = [100, 327] 1429133->1429195 1429135 (...) 1429134->1429135 1429154 (...) 1429134->1429154 1429196 (...) 1429195->1429196 1429263 (...) 1429195->1429263 1429329 Month <= 5.5 gini = 0.259 samples = 975 value = [149, 826] 1429328->1429329 1429574 Month <= 6.5 gini = 0.496 samples = 844 value = [384, 460] 1429328->1429574 1429330 Beat <= 1322.5 gini = 0.398 samples = 391 value = [107, 284] 1429329->1429330 1429445 Ward <= 4.5 gini = 0.133 samples = 584 value = [42, 542] 1429329->1429445 1429331 (...) 1429330->1429331 1429438 (...) 1429330->1429438 1429446 (...) 1429445->1429446 1429447 (...) 1429445->1429447 1429575 Beat <= 633.0 gini = 0.486 samples = 546 value = [319, 227] 1429574->1429575 1429782 Ward <= 5.5 gini = 0.341 samples = 298 value = [65, 233] 1429574->1429782 1429576 (...) 1429575->1429576 1429693 (...) 1429575->1429693 1429783 (...) 1429782->1429783 1429828 (...) 1429782->1429828 1429850 Month <= 9.5 gini = 0.284 samples = 1122 value = [192, 930] 1429849->1429850 1430195 Beat <= 2123.5 gini = 0.079 samples = 1626 value = [67, 1559] 1429849->1430195 1429851 Month <= 8.5 gini = 0.041 samples = 472 value = [10, 462] 1429850->1429851 1429898 District <= 4.0 gini = 0.403 samples = 650 value = [182, 468] 1429850->1429898 1429852 Community Area <= 53.5 gini = 0.084 samples = 228 value = [10, 218] 1429851->1429852 1429897 gini = 0.0 samples = 244 value = [0, 244] 1429851->1429897 1429853 (...) 1429852->1429853 1429896 (...) 1429852->1429896 1429899 Month <= 11.5 gini = 0.076 samples = 126 value = [5, 121] 1429898->1429899 1429916 Beat <= 511.5 gini = 0.447 samples = 524 value = [177, 347] 1429898->1429916 1429900 (...) 1429899->1429900 1429901 (...) 1429899->1429901 1429917 (...) 1429916->1429917 1429948 (...) 1429916->1429948 1430196 Community Area <= 36.5 gini = 0.055 samples = 1529 value = [43, 1486] 1430195->1430196 1430291 Month <= 8.5 gini = 0.372 samples = 97 value = [24, 73] 1430195->1430291 1430197 Month <= 8.5 gini = 0.156 samples = 421 value = [36, 385] 1430196->1430197 1430262 Month <= 10.5 gini = 0.013 samples = 1108 value = [7, 1101] 1430196->1430262 1430198 (...) 1430197->1430198 1430229 (...) 1430197->1430229 1430263 (...) 1430262->1430263 1430290 (...) 1430262->1430290 1430292 Ward <= 12.5 gini = 0.499 samples = 31 value = [16, 15] 1430291->1430292 1430313 Beat <= 2132.5 gini = 0.213 samples = 66 value = [8, 58] 1430291->1430313 1430293 (...) 1430292->1430293 1430312 (...) 1430292->1430312 1430314 (...) 1430313->1430314 1430333 (...) 1430313->1430333 1430337 Year <= 2009.5 gini = 0.199 samples = 294 value = [33, 261] 1430336->1430337 1430388 Year <= 2009.5 gini = 0.017 samples = 11472 value = [96, 11376] 1430336->1430388 1430338 Month <= 4.5 gini = 0.273 samples = 202 value = [33, 169] 1430337->1430338 1430387 gini = 0.0 samples = 92 value = [0, 92] 1430337->1430387 1430339 Ward <= 3.5 gini = 0.34 samples = 143 value = [31, 112] 1430338->1430339 1430378 Month <= 7.5 gini = 0.065 samples = 59 value = [2, 57] 1430338->1430378 1430340 Location Description <= 7.5 gini = 0.327 samples = 141 value = [29, 112] 1430339->1430340 1430377 gini = 0.0 samples = 2 value = [2, 0] 1430339->1430377 1430341 (...) 1430340->1430341 1430374 (...) 1430340->1430374 1430379 Month <= 6.5 gini = 0.153 samples = 24 value = [2, 22] 1430378->1430379 1430386 gini = 0.0 samples = 35 value = [0, 35] 1430378->1430386 1430380 (...) 1430379->1430380 1430385 (...) 1430379->1430385 1430389 Month <= 7.5 gini = 0.045 samples = 3051 value = [70, 2981] 1430388->1430389 1430624 Location Description <= 2.5 gini = 0.006 samples = 8421 value = [26, 8395] 1430388->1430624 1430390 Beat <= 2131.5 gini = 0.072 samples = 1833 value = [69, 1764] 1430389->1430390 1430611 Beat <= 517.5 gini = 0.002 samples = 1218 value = [1, 1217] 1430389->1430611 1430391 Month <= 3.5 gini = 0.065 samples = 1785 value = [60, 1725] 1430390->1430391 1430600 Community Area <= 40.0 gini = 0.305 samples = 48 value = [9, 39] 1430390->1430600 1430392 (...) 1430391->1430392 1430437 (...) 1430391->1430437 1430601 (...) 1430600->1430601 1430604 (...) 1430600->1430604 1430612 Beat <= 512.5 gini = 0.005 samples = 412 value = [1, 411] 1430611->1430612 1430623 gini = 0.0 samples = 806 value = [0, 806] 1430611->1430623 1430613 (...) 1430612->1430613 1430614 (...) 1430612->1430614 1430625 Community Area <= 36.5 gini = 0.014 samples = 1704 value = [12, 1692] 1430624->1430625 1430706 Year <= 2010.5 gini = 0.004 samples = 6717 value = [14, 6703] 1430624->1430706 1430626 Month <= 11.5 gini = 0.102 samples = 37 value = [2, 35] 1430625->1430626 1430635 Month <= 8.5 gini = 0.012 samples = 1667 value = [10, 1657] 1430625->1430635 1430627 (...) 1430626->1430627 1430632 (...) 1430626->1430632 1430636 (...) 1430635->1430636 1430705 (...) 1430635->1430705 1430707 Beat <= 511.5 gini = 0.01 samples = 2267 value = [11, 2256] 1430706->1430707 1430778 Location Description <= 7.5 gini = 0.001 samples = 4450 value = [3, 4447] 1430706->1430778 1430708 (...) 1430707->1430708 1430731 (...) 1430707->1430731 1430779 (...) 1430778->1430779 1430812 (...) 1430778->1430812 1430814 Year <= 2004.5 gini = 0.001 samples = 103492 value = [52, 103440] 1430813->1430814 1431301 Year <= 2008.5 gini = 0.012 samples = 339040 value = [2023, 337017] 1430813->1431301 1430815 Year <= 2003.5 gini = 0.0 samples = 72919 value = [16, 72903] 1430814->1430815 1430980 Month <= 7.5 gini = 0.002 samples = 30573 value = [36, 30537] 1430814->1430980 1430816 Community Area <= 7.5 gini = 0.0 samples = 49156 value = [5, 49151] 1430815->1430816 1430879 Location Description <= 0.5 gini = 0.001 samples = 23763 value = [11, 23752] 1430815->1430879 1430817 Beat <= 1812.5 gini = 0.001 samples = 3216 value = [2, 3214] 1430816->1430817 1430836 Month <= 7.5 gini = 0.0 samples = 45940 value = [3, 45937] 1430816->1430836 1430818 Location Description <= 8.5 gini = 0.05 samples = 39 value = [1, 38] 1430817->1430818 1430825 Beat <= 1917.5 gini = 0.001 samples = 3177 value = [1, 3176] 1430817->1430825 1430819 gini = 0.0 samples = 34 value = [0, 34] 1430818->1430819 1430820 Month <= 11.0 gini = 0.32 samples = 5 value = [1, 4] 1430818->1430820 1430821 Month <= 7.5 gini = 0.5 samples = 2 value = [1, 1] 1430820->1430821 1430824 gini = 0.0 samples = 3 value = [0, 3] 1430820->1430824 1430822 (...) 1430821->1430822 1430823 (...) 1430821->1430823 1430826 Month <= 11.5 gini = 0.008 samples = 265 value = [1, 264] 1430825->1430826 1430835 gini = 0.0 samples = 2912 value = [0, 2912] 1430825->1430835 1430827 gini = 0.0 samples = 243 value = [0, 243] 1430826->1430827 1430828 Ward <= 45.0 gini = 0.087 samples = 22 value = [1, 21] 1430826->1430828 1430829 (...) 1430828->1430829 1430830 (...) 1430828->1430830 1430837 gini = 0.0 samples = 22717 value = [0, 22717] 1430836->1430837 1430838 Month <= 10.5 gini = 0.0 samples = 23223 value = [3, 23220] 1430836->1430838 1430839 Community Area <= 67.5 gini = 0.0 samples = 14285 value = [3, 14282] 1430838->1430839 1430878 gini = 0.0 samples = 8938 value = [0, 8938] 1430838->1430878 1430840 Beat <= 1422.5 gini = 0.0 samples = 12683 value = [2, 12681] 1430839->1430840 1430865 Location Description <= 8.5 gini = 0.001 samples = 1602 value = [1, 1601] 1430839->1430865 1430841 (...) 1430840->1430841 1430842 (...) 1430840->1430842 1430866 (...) 1430865->1430866 1430867 (...) 1430865->1430867 1430880 Beat <= 2533.5 gini = 0.004 samples = 1331 value = [3, 1328] 1430879->1430880 1430903 Beat <= 1121.5 gini = 0.001 samples = 22432 value = [8, 22424] 1430879->1430903 1430881 Ward <= 4.5 gini = 0.003 samples = 1307 value = [2, 1305] 1430880->1430881 1430898 Month <= 1.5 gini = 0.08 samples = 24 value = [1, 23] 1430880->1430898 1430882 Beat <= 934.5 gini = 0.034 samples = 58 value = [1, 57] 1430881->1430882 1430887 Ward <= 27.5 gini = 0.002 samples = 1249 value = [1, 1248] 1430881->1430887 1430883 Community Area <= 49.0 gini = 0.18 samples = 10 value = [1, 9] 1430882->1430883 1430886 gini = 0.0 samples = 48 value = [0, 48] 1430882->1430886 1430884 (...) 1430883->1430884 1430885 (...) 1430883->1430885 1430888 gini = 0.0 samples = 773 value = [0, 773] 1430887->1430888 1430889 Beat <= 1127.5 gini = 0.004 samples = 476 value = [1, 475] 1430887->1430889 1430890 (...) 1430889->1430890 1430897 (...) 1430889->1430897 1430899 Ward <= 33.5 gini = 0.5 samples = 2 value = [1, 1] 1430898->1430899 1430902 gini = 0.0 samples = 22 value = [0, 22] 1430898->1430902 1430900 gini = 0.0 samples = 1 value = [1, 0] 1430899->1430900 1430901 gini = 0.0 samples = 1 value = [0, 1] 1430899->1430901 1430904 Community Area <= 59.5 gini = 0.001 samples = 9390 value = [6, 9384] 1430903->1430904 1430955 Community Area <= 5.5 gini = 0.0 samples = 13042 value = [2, 13040] 1430903->1430955 1430905 Community Area <= 58.5 gini = 0.003 samples = 4636 value = [6, 4630] 1430904->1430905 1430954 gini = 0.0 samples = 4754 value = [0, 4754] 1430904->1430954 1430906 Community Area <= 56.5 gini = 0.002 samples = 4590 value = [5, 4585] 1430905->1430906 1430949 Location Description <= 2.5 gini = 0.043 samples = 46 value = [1, 45] 1430905->1430949 1430907 (...) 1430906->1430907 1430944 (...) 1430906->1430944 1430950 (...) 1430949->1430950 1430953 (...) 1430949->1430953 1430956 Ward <= 36.0 gini = 0.002 samples = 1059 value = [1, 1058] 1430955->1430956 1430965 Ward <= 36.5 gini = 0.0 samples = 11983 value = [1, 11982] 1430955->1430965 1430957 Location Description <= 8.5 gini = 0.032 samples = 61 value = [1, 60] 1430956->1430957 1430964 gini = 0.0 samples = 998 value = [0, 998] 1430956->1430964 1430958 (...) 1430957->1430958 1430959 (...) 1430957->1430959 1430966 gini = 0.0 samples = 9623 value = [0, 9623] 1430965->1430966 1430967 Month <= 10.5 gini = 0.001 samples = 2360 value = [1, 2359] 1430965->1430967 1430968 (...) 1430967->1430968 1430969 (...) 1430967->1430969 1430981 Location Description <= 8.5 gini = 0.001 samples = 18333 value = [8, 18325] 1430980->1430981 1431072 Month <= 8.5 gini = 0.005 samples = 12240 value = [28, 12212] 1430980->1431072 1430982 Ward <= 29.5 gini = 0.001 samples = 12173 value = [8, 12165] 1430981->1430982 1431071 gini = 0.0 samples = 6160 value = [0, 6160] 1430981->1431071 1430983 Ward <= 16.5 gini = 0.001 samples = 9335 value = [4, 9331] 1430982->1430983 1431030 Beat <= 1161.5 gini = 0.003 samples = 2838 value = [4, 2834] 1430982->1431030 1430984 Location Description <= 7.5 gini = 0.002 samples = 3260 value = [3, 3257] 1430983->1430984 1431017 Month <= 6.5 gini = 0.0 samples = 6075 value = [1, 6074] 1430983->1431017 1430985 Ward <= 15.5 gini = 0.001 samples = 3045 value = [2, 3043] 1430984->1430985 1431010 Month <= 1.5 gini = 0.009 samples = 215 value = [1, 214] 1430984->1431010 1430986 (...) 1430985->1430986 1430987 (...) 1430985->1430987 1431011 (...) 1431010->1431011 1431016 (...) 1431010->1431016 1431018 gini = 0.0 samples = 5278 value = [0, 5278] 1431017->1431018 1431019 Community Area <= 23.5 gini = 0.003 samples = 797 value = [1, 796] 1431017->1431019 1431020 (...) 1431019->1431020 1431029 (...) 1431019->1431029 1431031 Month <= 4.5 gini = 0.034 samples = 57 value = [1, 56] 1431030->1431031 1431040 Ward <= 30.5 gini = 0.002 samples = 2781 value = [3, 2778] 1431030->1431040 1431032 gini = 0.0 samples = 29 value = [0, 29] 1431031->1431032 1431033 Month <= 5.5 gini = 0.069 samples = 28 value = [1, 27] 1431031->1431033 1431034 (...) 1431033->1431034 1431039 (...) 1431033->1431039 1431041 Community Area <= 21.5 gini = 0.011 samples = 175 value = [1, 174] 1431040->1431041 1431050 Community Area <= 61.0 gini = 0.002 samples = 2606 value = [2, 2604] 1431040->1431050 1431042 (...) 1431041->1431042 1431043 (...) 1431041->1431043 1431051 (...) 1431050->1431051 1431064 (...) 1431050->1431064 1431073 Community Area <= 65.5 gini = 0.01 samples = 2654 value = [13, 2641] 1431072->1431073 1431166 Beat <= 611.5 gini = 0.003 samples = 9586 value = [15, 9571] 1431072->1431166 1431074 Beat <= 1723.5 gini = 0.006 samples = 2156 value = [7, 2149] 1431073->1431074 1431129 Community Area <= 67.5 gini = 0.024 samples = 498 value = [6, 492] 1431073->1431129 1431075 Community Area <= 29.5 gini = 0.001 samples = 1577 value = [1, 1576] 1431074->1431075 1431086 Beat <= 1813.5 gini = 0.021 samples = 579 value = [6, 573] 1431074->1431086 1431076 gini = 0.0 samples = 1286 value = [0, 1286] 1431075->1431076 1431077 Beat <= 1031.5 gini = 0.007 samples = 291 value = [1, 290] 1431075->1431077 1431078 (...) 1431077->1431078 1431079 (...) 1431077->1431079 1431087 Ward <= 40.5 gini = 0.188 samples = 19 value = [2, 17] 1431086->1431087 1431100 Location Description <= 0.5 gini = 0.014 samples = 560 value = [4, 556] 1431086->1431100 1431088 (...) 1431087->1431088 1431097 (...) 1431087->1431097 1431101 (...) 1431100->1431101 1431106 (...) 1431100->1431106 1431130 Beat <= 828.0 gini = 0.041 samples = 238 value = [5, 233] 1431129->1431130 1431157 Community Area <= 72.5 gini = 0.008 samples = 260 value = [1, 259] 1431129->1431157 1431131 Location Description <= 2.5 gini = 0.049 samples = 199 value = [5, 194] 1431130->1431131 1431156 gini = 0.0 samples = 39 value = [0, 39] 1431130->1431156 1431132 (...) 1431131->1431132 1431133 (...) 1431131->1431133 1431158 gini = 0.0 samples = 186 value = [0, 186] 1431157->1431158 1431159 Location Description <= 8.5 gini = 0.027 samples = 74 value = [1, 73] 1431157->1431159 1431160 (...) 1431159->1431160 1431161 (...) 1431159->1431161 1431167 Location Description <= 8.5 gini = 0.053 samples = 37 value = [1, 36] 1431166->1431167 1431176 Ward <= 49.5 gini = 0.003 samples = 9549 value = [14, 9535] 1431166->1431176 1431168 gini = 0.0 samples = 27 value = [0, 27] 1431167->1431168 1431169 Month <= 11.5 gini = 0.18 samples = 10 value = [1, 9] 1431167->1431169 1431170 Month <= 10.5 gini = 0.32 samples = 5 value = [1, 4] 1431169->1431170 1431175 gini = 0.0 samples = 5 value = [0, 5] 1431169->1431175 1431171 (...) 1431170->1431171 1431172 (...) 1431170->1431172 1431177 Community Area <= 76.5 gini = 0.003 samples = 9479 value = [13, 9466] 1431176->1431177 1431292 Location Description <= 2.5 gini = 0.028 samples = 70 value = [1, 69] 1431176->1431292 1431178 Ward <= 24.5 gini = 0.003 samples = 9408 value = [12, 9396] 1431177->1431178 1431281 Beat <= 2022.5 gini = 0.028 samples = 71 value = [1, 70] 1431177->1431281 1431179 (...) 1431178->1431179 1431260 (...) 1431178->1431260 1431282 (...) 1431281->1431282 1431291 (...) 1431281->1431291 1431293 Location Description <= 1.5 gini = 0.153 samples = 12 value = [1, 11] 1431292->1431293 1431300 gini = 0.0 samples = 58 value = [0, 58] 1431292->1431300 1431294 (...) 1431293->1431294 1431295 (...) 1431293->1431295 1431302 Community Area <= 16.5 gini = 0.016 samples = 148950 value = [1233, 147717] 1431301->1431302 1436627 Location Description <= 2.5 gini = 0.008 samples = 190090 value = [790, 189300] 1431301->1436627 1431303 Month <= 2.5 gini = 0.03 samples = 17828 value = [275, 17553] 1431302->1431303 1432362 Community Area <= 27.5 gini = 0.015 samples = 131122 value = [958, 130164] 1431302->1432362 1431304 Community Area <= 15.5 gini = 0.011 samples = 2762 value = [15, 2747] 1431303->1431304 1431373 Month <= 5.5 gini = 0.034 samples = 15066 value = [260, 14806] 1431303->1431373 1431305 Year <= 2007.5 gini = 0.008 samples = 2603 value = [10, 2593] 1431304->1431305 1431354 Month <= 1.5 gini = 0.061 samples = 159 value = [5, 154] 1431304->1431354 1431306 Community Area <= 13.5 gini = 0.001 samples = 1758 value = [1, 1757] 1431305->1431306 1431315 Location Description <= 3.5 gini = 0.021 samples = 845 value = [9, 836] 1431305->1431315 1431307 gini = 0.0 samples = 1543 value = [0, 1543] 1431306->1431307 1431308 Location Description <= 2.5 gini = 0.009 samples = 215 value = [1, 214] 1431306->1431308 1431309 (...) 1431308->1431309 1431314 (...) 1431308->1431314 1431316 Community Area <= 6.5 gini = 0.038 samples = 463 value = [9, 454] 1431315->1431316 1431353 gini = 0.0 samples = 382 value = [0, 382] 1431315->1431353 1431317 (...) 1431316->1431317 1431344 (...) 1431316->1431344 1431355 Beat <= 1732.5 gini = 0.138 samples = 67 value = [5, 62] 1431354->1431355 1431372 gini = 0.0 samples = 92 value = [0, 92] 1431354->1431372 1431356 Beat <= 1723.5 gini = 0.095 samples = 60 value = [3, 57] 1431355->1431356 1431367 Year <= 2007.5 gini = 0.408 samples = 7 value = [2, 5] 1431355->1431367 1431357 (...) 1431356->1431357 1431366 (...) 1431356->1431366 1431368 (...) 1431367->1431368 1431371 (...) 1431367->1431371 1431374 Beat <= 1672.5 gini = 0.049 samples = 5188 value = [130, 5058] 1431373->1431374 1431783 Beat <= 2317.5 gini = 0.026 samples = 9878 value = [130, 9748] 1431373->1431783 1431375 gini = 0.0 samples = 569 value = [0, 569] 1431374->1431375 1431376 Year <= 2006.5 gini = 0.055 samples = 4619 value = [130, 4489] 1431374->1431376 1431377 Month <= 3.5 gini = 0.075 samples = 1709 value = [67, 1642] 1431376->1431377 1431598 Year <= 2007.5 gini = 0.042 samples = 2910 value = [63, 2847] 1431376->1431598 1431378 (...) 1431377->1431378 1431399 (...) 1431377->1431399 1431599 (...) 1431598->1431599 1431654 (...) 1431598->1431654 1431784 District <= 19.5 gini = 0.034 samples = 6844 value = [119, 6725] 1431783->1431784 1432293 Location Description <= 0.5 gini = 0.007 samples = 3034 value = [11, 3023] 1431783->1432293 1431785 Month <= 11.5 gini = 0.029 samples = 5999 value = [89, 5910] 1431784->1431785 1432206 Year <= 2006.5 gini = 0.068 samples = 845 value = [30, 815] 1431784->1432206 1431786 (...) 1431785->1431786 1432109 (...) 1431785->1432109 1432207 (...) 1432206->1432207 1432216 (...) 1432206->1432216 1432294 Month <= 6.5 gini = 0.046 samples = 126 value = [3, 123] 1432293->1432294 1432311 Location Description <= 4.5 gini = 0.005 samples = 2908 value = [8, 2900] 1432293->1432311 1432295 (...) 1432294->1432295 1432302 (...) 1432294->1432302 1432312 (...) 1432311->1432312 1432323 (...) 1432311->1432323 1432363 Beat <= 1412.5 gini = 0.009 samples = 62277 value = [283, 61994] 1432362->1432363 1433758 Ward <= 20.5 gini = 0.019 samples = 68845 value = [675, 68170] 1432362->1433758 1432364 Beat <= 1312.5 gini = 0.013 samples = 26789 value = [182, 26607] 1432363->1432364 1433177 Year <= 2007.5 gini = 0.006 samples = 35488 value = [101, 35387] 1432363->1433177 1432365 Year <= 2006.5 gini = 0.012 samples = 23914 value = [141, 23773] 1432364->1432365 1433000 Month <= 3.5 gini = 0.028 samples = 2875 value = [41, 2834] 1432364->1433000 1432366 Month <= 8.5 gini = 0.017 samples = 9864 value = [86, 9778] 1432365->1432366 1432683 Year <= 2007.5 gini = 0.008 samples = 14050 value = [55, 13995] 1432365->1432683 1432367 (...) 1432366->1432367 1432664 (...) 1432366->1432664 1432684 (...) 1432683->1432684 1432763 (...) 1432683->1432763 1433001 Beat <= 1411.5 gini = 0.005 samples = 784 value = [2, 782] 1433000->1433001 1433022 Month <= 5.5 gini = 0.037 samples = 2091 value = [39, 2052] 1433000->1433022 1433002 (...) 1433001->1433002 1433013 (...) 1433001->1433013 1433023 (...) 1433022->1433023 1433092 (...) 1433022->1433092 1433178 Month <= 11.5 gini = 0.004 samples = 23298 value = [44, 23254] 1433177->1433178 1433473 Month <= 8.5 gini = 0.009 samples = 12190 value = [57, 12133] 1433177->1433473 1433179 Ward <= 12.5 gini = 0.003 samples = 21704 value = [34, 21670] 1433178->1433179 1433410 Year <= 2006.5 gini = 0.012 samples = 1594 value = [10, 1584] 1433178->1433410 1433180 (...) 1433179->1433180 1433199 (...) 1433179->1433199 1433411 (...) 1433410->1433411 1433420 (...) 1433410->1433420 1433474 Beat <= 2534.5 gini = 0.006 samples = 8393 value = [26, 8367] 1433473->1433474 1433621 Location Description <= 7.5 gini = 0.016 samples = 3797 value = [31, 3766] 1433473->1433621 1433475 (...) 1433474->1433475 1433594 (...) 1433474->1433594 1433622 (...) 1433621->1433622 1433725 (...) 1433621->1433725 1433759 Month <= 3.5 gini = 0.013 samples = 44184 value = [300, 43884] 1433758->1433759 1435182 Beat <= 566.5 gini = 0.03 samples = 24661 value = [375, 24286] 1433758->1435182 1433760 Ward <= 15.5 gini = 0.006 samples = 11718 value = [34, 11684] 1433759->1433760 1433981 Beat <= 1023.5 gini = 0.016 samples = 32466 value = [266, 32200] 1433759->1433981 1433761 Beat <= 828.0 gini = 0.008 samples = 6632 value = [27, 6605] 1433760->1433761 1433926 Beat <= 622.0 gini = 0.003 samples = 5086 value = [7, 5079] 1433760->1433926 1433762 (...) 1433761->1433762 1433907 (...) 1433761->1433907 1433927 (...) 1433926->1433927 1433948 (...) 1433926->1433948 1433982 District <= 8.5 gini = 0.015 samples = 29693 value = [222, 29471] 1433981->1433982 1434969 Location Description <= 7.5 gini = 0.031 samples = 2773 value = [44, 2729] 1433981->1434969 1433983 (...) 1433982->1433983 1434948 (...) 1433982->1434948 1434970 (...) 1434969->1434970 1435135 (...) 1434969->1435135 1435183 Beat <= 516.5 gini = 0.5 samples = 4 value = [2, 2] 1435182->1435183 1435186 Month <= 3.5 gini = 0.03 samples = 24657 value = [373, 24284] 1435182->1435186 1435184 gini = 0.0 samples = 2 value = [0, 2] 1435183->1435184 1435185 gini = 0.0 samples = 2 value = [2, 0] 1435183->1435185 1435187 Beat <= 1023.5 gini = 0.015 samples = 6565 value = [49, 6516] 1435186->1435187 1435438 Month <= 5.5 gini = 0.035 samples = 18092 value = [324, 17768] 1435186->1435438 1435188 (...) 1435187->1435188 1435349 (...) 1435187->1435349 1435439 (...) 1435438->1435439 1435802 (...) 1435438->1435802 1436628 Year <= 2011.5 gini = 0.018 samples = 36034 value = [327, 35707] 1436627->1436628 1438273 Beat <= 1273.0 gini = 0.006 samples = 154056 value = [463, 153593] 1436627->1438273 1436629 Ward <= 2.5 gini = 0.007 samples = 21184 value = [73, 21111] 1436628->1436629 1437126 Community Area <= 27.5 gini = 0.034 samples = 14850 value = [254, 14596] 1436628->1437126 1436630 Community Area <= 27.5 gini = 0.018 samples = 790 value = [7, 783] 1436629->1436630 1436667 Beat <= 911.5 gini = 0.006 samples = 20394 value = [66, 20328] 1436629->1436667 1436631 Location Description <= 0.5 gini = 0.004 samples = 473 value = [1, 472] 1436630->1436631 1436642 District <= 11.5 gini = 0.037 samples = 317 value = [6, 311] 1436630->1436642 1436632 Month <= 7.5 gini = 0.012 samples = 163 value = [1, 162] 1436631->1436632 1436641 gini = 0.0 samples = 310 value = [0, 310] 1436631->1436641 1436633 (...) 1436632->1436633 1436634 (...) 1436632->1436634 1436643 Beat <= 1130.0 gini = 0.18 samples = 20 value = [2, 18] 1436642->1436643 1436648 Month <= 6.5 gini = 0.027 samples = 297 value = [4, 293] 1436642->1436648 1436644 (...) 1436643->1436644 1436645 (...) 1436643->1436645 1436649 (...) 1436648->1436649 1436658 (...) 1436648->1436658 1436668 Year <= 2009.5 gini = 0.009 samples = 5338 value = [25, 5313] 1436667->1436668 1436837 Beat <= 1027.5 gini = 0.005 samples = 15056 value = [41, 15015] 1436667->1436837 1436669 Community Area <= 45.5 gini = 0.003 samples = 1997 value = [3, 1994] 1436668->1436669 1436696 Month <= 8.5 gini = 0.013 samples = 3341 value = [22, 3319] 1436668->1436696 1436670 (...) 1436669->1436670 1436687 (...) 1436669->1436687 1436697 (...) 1436696->1436697 1436776 (...) 1436696->1436776 1436838 Ward <= 23.0 gini = 0.001 samples = 2729 value = [1, 2728] 1436837->1436838 1436853 Beat <= 1031.5 gini = 0.006 samples = 12327 value = [40, 12287] 1436837->1436853 1436839 (...) 1436838->1436839 1436840 (...) 1436838->1436840 1436854 (...) 1436853->1436854 1436863 (...) 1436853->1436863 1437127 Beat <= 2533.5 gini = 0.013 samples = 7344 value = [48, 7296] 1437126->1437127 1437472 Year <= 2013.5 gini = 0.053 samples = 7506 value = [206, 7300] 1437126->1437472 1437128 Community Area <= 12.5 gini = 0.012 samples = 7239 value = [43, 7196] 1437127->1437128 1437451 Month <= 10.5 gini = 0.091 samples = 105 value = [5, 100] 1437127->1437451 1437129 Community Area <= 11.5 gini = 0.025 samples = 1187 value = [15, 1172] 1437128->1437129 1437230 Location Description <= 1.5 gini = 0.009 samples = 6052 value = [28, 6024] 1437128->1437230 1437130 (...) 1437129->1437130 1437221 (...) 1437129->1437221 1437231 (...) 1437230->1437231 1437404 (...) 1437230->1437404 1437452 Month <= 3.5 gini = 0.042 samples = 93 value = [2, 91] 1437451->1437452 1437459 Beat <= 2534.5 gini = 0.375 samples = 12 value = [3, 9] 1437451->1437459 1437453 (...) 1437452->1437453 1437458 (...) 1437452->1437458 1437460 (...) 1437459->1437460 1437471 (...) 1437459->1437471 1437473 Beat <= 811.5 gini = 0.081 samples = 4035 value = [171, 3864] 1437472->1437473 1438112 Month <= 3.5 gini = 0.02 samples = 3471 value = [35, 3436] 1437472->1438112 1437474 Location Description <= 0.5 gini = 0.023 samples = 1388 value = [16, 1372] 1437473->1437474 1437589 Beat <= 913.5 gini = 0.11 samples = 2647 value = [155, 2492] 1437473->1437589 1437475 (...) 1437474->1437475 1437558 (...) 1437474->1437558 1437590 (...) 1437589->1437590 1437781 (...) 1437589->1437781 1438113 Year <= 2014.5 gini = 0.056 samples = 1048 value = [30, 1018] 1438112->1438113 1438238 Month <= 5.5 gini = 0.004 samples = 2423 value = [5, 2418] 1438112->1438238 1438114 (...) 1438113->1438114 1438231 (...) 1438113->1438231 1438239 (...) 1438238->1438239 1438272 (...) 1438238->1438272 1438274 Beat <= 1173.0 gini = 0.008 samples = 90012 value = [351, 89661] 1438273->1438274 1440163 Beat <= 2417.5 gini = 0.003 samples = 64044 value = [112, 63932] 1438273->1440163 1438275 Beat <= 811.5 gini = 0.007 samples = 87057 value = [298, 86759] 1438274->1438275 1439944 Year <= 2009.5 gini = 0.035 samples = 2955 value = [53, 2902] 1438274->1439944 1438276 Community Area <= 70.5 gini = 0.002 samples = 24805 value = [25, 24780] 1438275->1438276 1438501 Year <= 2011.5 gini = 0.009 samples = 62252 value = [273, 61979] 1438275->1438501 1438277 Ward <= 6.5 gini = 0.001 samples = 18958 value = [12, 18946] 1438276->1438277 1438400 Year <= 2012.5 gini = 0.004 samples = 5847 value = [13, 5834] 1438276->1438400 1438278 (...) 1438277->1438278 1438339 (...) 1438277->1438339 1438401 (...) 1438400->1438401 1438452 (...) 1438400->1438452 1438502 Month <= 3.5 gini = 0.006 samples = 34963 value = [101, 34862] 1438501->1438502 1438947 Year <= 2013.5 gini = 0.013 samples = 27289 value = [172, 27117] 1438501->1438947 1438503 (...) 1438502->1438503 1438734 (...) 1438502->1438734 1438948 (...) 1438947->1438948 1439741 (...) 1438947->1439741 1439945 Month <= 8.5 gini = 0.13 samples = 471 value = [33, 438] 1439944->1439945 1440030 Year <= 2011.5 gini = 0.016 samples = 2484 value = [20, 2464] 1439944->1440030 1439946 Month <= 7.5 gini = 0.175 samples = 341 value = [33, 308] 1439945->1439946 1440029 gini = 0.0 samples = 130 value = [0, 130] 1439945->1440029 1439947 (...) 1439946->1439947 1440012 (...) 1439946->1440012 1440031 Month <= 3.5 gini = 0.002 samples = 879 value = [1, 878] 1440030->1440031 1440044 Year <= 2013.5 gini = 0.023 samples = 1605 value = [19, 1586] 1440030->1440044 1440032 (...) 1440031->1440032 1440043 (...) 1440031->1440043 1440045 (...) 1440044->1440045 1440154 (...) 1440044->1440154 1440164 Month <= 1.5 gini = 0.004 samples = 49176 value = [107, 49069] 1440163->1440164 1440915 Location Description <= 6.5 gini = 0.001 samples = 14868 value = [5, 14863] 1440163->1440915 1440165 District <= 21.0 gini = 0.01 samples = 4326 value = [21, 4305] 1440164->1440165 1440266 Location Description <= 7.5 gini = 0.004 samples = 44850 value = [86, 44764] 1440164->1440266 1440166 Year <= 2013.5 gini = 0.004 samples = 3782 value = [8, 3774] 1440165->1440166 1440223 Year <= 2009.5 gini = 0.047 samples = 544 value = [13, 531] 1440165->1440223 1440167 (...) 1440166->1440167 1440206 (...) 1440166->1440206 1440224 (...) 1440223->1440224 1440249 (...) 1440223->1440249 1440267 Location Description <= 6.5 gini = 0.005 samples = 20379 value = [54, 20325] 1440266->1440267 1440630 Ward <= 45.5 gini = 0.003 samples = 24471 value = [32, 24439] 1440266->1440630 1440268 (...) 1440267->1440268 1440523 (...) 1440267->1440523 1440631 (...) 1440630->1440631 1440902 (...) 1440630->1440902 1440916 gini = 0.0 samples = 7309 value = [0, 7309] 1440915->1440916 1440917 Month <= 5.5 gini = 0.001 samples = 7559 value = [5, 7554] 1440915->1440917 1440918 gini = 0.0 samples = 3281 value = [0, 3281] 1440917->1440918 1440919 Month <= 9.5 gini = 0.002 samples = 4278 value = [5, 4273] 1440917->1440919 1440920 (...) 1440919->1440920 1440963 (...) 1440919->1440963 1440965 Type_factor <= 12.5 gini = 0.494 samples = 23845 value = [10648, 13197] 1440964->1440965 1453540 Type_factor <= 16.5 gini = 0.233 samples = 160810 value = [21628, 139182] 1440964->1453540 1440966 Year <= 2009.5 gini = 0.416 samples = 5905 value = [4162, 1743] 1440965->1440966 1444409 Type_factor <= 17.5 gini = 0.462 samples = 17940 value = [6486, 11454] 1440965->1444409 1440967 Location Description <= 0.5 gini = 0.349 samples = 4005 value = [3103, 902] 1440966->1440967 1443076 Beat <= 1278.5 gini = 0.493 samples = 1900 value = [1059, 841] 1440966->1443076 1440968 Year <= 2008.5 gini = 0.327 samples = 3085 value = [2449, 636] 1440967->1440968 1442571 Beat <= 412.0 gini = 0.411 samples = 920 value = [654, 266] 1440967->1442571 1440969 Beat <= 2217.0 gini = 0.311 samples = 2640 value = [2132, 508] 1440968->1440969 1442368 Community Area <= 60.5 gini = 0.41 samples = 445 value = [317, 128] 1440968->1442368 1440970 Beat <= 1723.5 gini = 0.324 samples = 2204 value = [1755, 449] 1440969->1440970 1442163 Month <= 1.5 gini = 0.234 samples = 436 value = [377, 59] 1440969->1442163 1440971 Month <= 7.5 gini = 0.312 samples = 1990 value = [1605, 385] 1440970->1440971 1442024 Year <= 2007.5 gini = 0.419 samples = 214 value = [150, 64] 1440970->1442024 1440972 Community Area <= 9.5 gini = 0.339 samples = 1136 value = [890, 246] 1440971->1440972 1441587 Ward <= 38.5 gini = 0.273 samples = 854 value = [715, 139] 1440971->1441587 1440973 (...) 1440972->1440973 1440974 (...) 1440972->1440974 1441588 (...) 1441587->1441588 1442009 (...) 1441587->1442009 1442025 Year <= 2003.5 gini = 0.461 samples = 172 value = [110, 62] 1442024->1442025 1442154 Beat <= 1727.5 gini = 0.091 samples = 42 value = [40, 2] 1442024->1442154 1442026 (...) 1442025->1442026 1442057 (...) 1442025->1442057 1442155 (...) 1442154->1442155 1442158 (...) 1442154->1442158 1442164 Ward <= 45.0 gini = 0.432 samples = 38 value = [26, 12] 1442163->1442164 1442191 Ward <= 34.5 gini = 0.208 samples = 398 value = [351, 47] 1442163->1442191 1442165 Beat <= 2531.5 gini = 0.401 samples = 36 value = [26, 10] 1442164->1442165 1442190 gini = 0.0 samples = 2 value = [0, 2] 1442164->1442190 1442166 (...) 1442165->1442166 1442189 (...) 1442165->1442189 1442192 Community Area <= 22.5 gini = 0.15 samples = 233 value = [214, 19] 1442191->1442192 1442283 Community Area <= 2.5 gini = 0.282 samples = 165 value = [137, 28] 1442191->1442283 1442193 (...) 1442192->1442193 1442216 (...) 1442192->1442216 1442284 (...) 1442283->1442284 1442299 (...) 1442283->1442299 1442369 Beat <= 1732.0 gini = 0.354 samples = 331 value = [255, 76] 1442368->1442369 1442522 Month <= 3.5 gini = 0.496 samples = 114 value = [62, 52] 1442368->1442522 1442370 Month <= 8.5 gini = 0.296 samples = 244 value = [200, 44] 1442369->1442370 1442483 Ward <= 31.5 gini = 0.465 samples = 87 value = [55, 32] 1442369->1442483 1442371 Month <= 2.5 gini = 0.361 samples = 169 value = [129, 40] 1442370->1442371 1442468 Community Area <= 12.5 gini = 0.101 samples = 75 value = [71, 4] 1442370->1442468 1442372 (...) 1442371->1442372 1442389 (...) 1442371->1442389 1442469 (...) 1442468->1442469 1442472 (...) 1442468->1442472 1442484 Month <= 3.0 gini = 0.5 samples = 35 value = [17, 18] 1442483->1442484 1442503 Beat <= 2411.5 gini = 0.393 samples = 52 value = [38, 14] 1442483->1442503 1442485 (...) 1442484->1442485 1442486 (...) 1442484->1442486 1442504 (...) 1442503->1442504 1442513 (...) 1442503->1442513 1442523 Ward <= 16.5 gini = 0.358 samples = 30 value = [23, 7] 1442522->1442523 1442536 Month <= 11.5 gini = 0.497 samples = 84 value = [39, 45] 1442522->1442536 1442524 Month <= 1.5 gini = 0.486 samples = 12 value = [7, 5] 1442523->1442524 1442529 Ward <= 20.5 gini = 0.198 samples = 18 value = [16, 2] 1442523->1442529 1442525 (...) 1442524->1442525 1442526 (...) 1442524->1442526 1442530 (...) 1442529->1442530 1442535 (...) 1442529->1442535 1442537 Beat <= 623.5 gini = 0.486 samples = 77 value = [32, 45] 1442536->1442537 1442570 gini = 0.0 samples = 7 value = [7, 0] 1442536->1442570 1442538 (...) 1442537->1442538 1442539 (...) 1442537->1442539 1442572 Beat <= 323.5 gini = 0.492 samples = 133 value = [75, 58] 1442571->1442572 1442649 Month <= 11.5 gini = 0.389 samples = 787 value = [579, 208] 1442571->1442649 1442573 Month <= 3.5 gini = 0.414 samples = 65 value = [46, 19] 1442572->1442573 1442606 Month <= 5.5 gini = 0.489 samples = 68 value = [29, 39] 1442572->1442606 1442574 Month <= 1.5 gini = 0.49 samples = 14 value = [6, 8] 1442573->1442574 1442581 Month <= 9.5 gini = 0.338 samples = 51 value = [40, 11] 1442573->1442581 1442575 Ward <= 13.0 gini = 0.375 samples = 8 value = [6, 2] 1442574->1442575 1442580 gini = 0.0 samples = 6 value = [0, 6] 1442574->1442580 1442576 (...) 1442575->1442576 1442577 (...) 1442575->1442577 1442582 Ward <= 3.5 gini = 0.208 samples = 34 value = [30, 4] 1442581->1442582 1442597 Year <= 2004.5 gini = 0.484 samples = 17 value = [10, 7] 1442581->1442597 1442583 (...) 1442582->1442583 1442588 (...) 1442582->1442588 1442598 (...) 1442597->1442598 1442599 (...) 1442597->1442599 1442607 Month <= 2.5 gini = 0.32 samples = 25 value = [5, 20] 1442606->1442607 1442616 Year <= 2007.5 gini = 0.493 samples = 43 value = [24, 19] 1442606->1442616 1442608 Beat <= 331.5 gini = 0.444 samples = 15 value = [5, 10] 1442607->1442608 1442615 gini = 0.0 samples = 10 value = [0, 10] 1442607->1442615 1442609 (...) 1442608->1442609 1442610 (...) 1442608->1442610 1442617 Beat <= 331.5 gini = 0.498 samples = 36 value = [17, 19] 1442616->1442617 1442648 gini = 0.0 samples = 7 value = [7, 0] 1442616->1442648 1442618 (...) 1442617->1442618 1442631 (...) 1442617->1442631 1442650 Community Area <= 76.5 gini = 0.375 samples = 709 value = [532, 177] 1442649->1442650 1443017 Year <= 2007.5 gini = 0.479 samples = 78 value = [47, 31] 1442649->1443017 1442651 Year <= 2006.5 gini = 0.37 samples = 703 value = [531, 172] 1442650->1442651 1443014 Month <= 3.5 gini = 0.278 samples = 6 value = [1, 5] 1442650->1443014 1442652 Community Area <= 1.5 gini = 0.334 samples = 373 value = [294, 79] 1442651->1442652 1442871 Beat <= 2523.5 gini = 0.405 samples = 330 value = [237, 93] 1442651->1442871 1442653 (...) 1442652->1442653 1442654 (...) 1442652->1442654 1442872 (...) 1442871->1442872 1443005 (...) 1442871->1443005 1443015 gini = 0.0 samples = 1 value = [1, 0] 1443014->1443015 1443016 gini = 0.0 samples = 5 value = [0, 5] 1443014->1443016 1443018 Community Area <= 20.5 gini = 0.419 samples = 57 value = [40, 17] 1443017->1443018 1443063 Ward <= 45.0 gini = 0.444 samples = 21 value = [7, 14] 1443017->1443063 1443019 Ward <= 48.5 gini = 0.236 samples = 22 value = [19, 3] 1443018->1443019 1443034 Beat <= 1077.5 gini = 0.48 samples = 35 value = [21, 14] 1443018->1443034 1443020 (...) 1443019->1443020 1443027 (...) 1443019->1443027 1443035 (...) 1443034->1443035 1443046 (...) 1443034->1443046 1443064 Beat <= 2533.0 gini = 0.245 samples = 14 value = [2, 12] 1443063->1443064 1443073 Community Area <= 2.0 gini = 0.408 samples = 7 value = [5, 2] 1443063->1443073 1443065 (...) 1443064->1443065 1443072 (...) 1443064->1443072 1443074 (...) 1443073->1443074 1443075 (...) 1443073->1443075 1443077 Community Area <= 61.5 gini = 0.499 samples = 1200 value = [574, 626] 1443076->1443077 1443974 Year <= 2013.5 gini = 0.426 samples = 700 value = [485, 215] 1443076->1443974 1443078 Ward <= 11.5 gini = 0.499 samples = 792 value = [415, 377] 1443077->1443078 1443689 Community Area <= 66.5 gini = 0.476 samples = 408 value = [159, 249] 1443077->1443689 1443079 Location Description <= 0.5 gini = 0.499 samples = 397 value = [188, 209] 1443078->1443079 1443396 Location Description <= 0.5 gini = 0.489 samples = 395 value = [227, 168] 1443078->1443396 1443080 Year <= 2013.5 gini = 0.5 samples = 280 value = [144, 136] 1443079->1443080 1443295 Month <= 8.5 gini = 0.469 samples = 117 value = [44, 73] 1443079->1443295 1443081 Month <= 3.5 gini = 0.485 samples = 181 value = [106, 75] 1443080->1443081 1443214 Ward <= 2.5 gini = 0.473 samples = 99 value = [38, 61] 1443080->1443214 1443082 (...) 1443081->1443082 1443107 (...) 1443081->1443107 1443215 (...) 1443214->1443215 1443216 (...) 1443214->1443216 1443296 Year <= 2010.5 gini = 0.398 samples = 73 value = [20, 53] 1443295->1443296 1443353 Community Area <= 47.5 gini = 0.496 samples = 44 value = [24, 20] 1443295->1443353 1443297 (...) 1443296->1443297 1443302 (...) 1443296->1443302 1443354 (...) 1443353->1443354 1443389 (...) 1443353->1443389 1443397 Year <= 2013.5 gini = 0.496 samples = 271 value = [147, 124] 1443396->1443397 1443596 Beat <= 122.5 gini = 0.458 samples = 124 value = [80, 44] 1443396->1443596 1443398 Beat <= 312.5 gini = 0.485 samples = 165 value = [97, 68] 1443397->1443398 1443507 Beat <= 1133.5 gini = 0.498 samples = 106 value = [50, 56] 1443397->1443507 1443399 (...) 1443398->1443399 1443406 (...) 1443398->1443406 1443508 (...) 1443507->1443508 1443593 (...) 1443507->1443593 1443597 gini = 0.0 samples = 2 value = [0, 2] 1443596->1443597 1443598 Beat <= 1233.5 gini = 0.451 samples = 122 value = [80, 42] 1443596->1443598 1443599 (...) 1443598->1443599 1443688 (...) 1443598->1443688 1443690 Beat <= 834.0 gini = 0.371 samples = 134 value = [33, 101] 1443689->1443690 1443767 Community Area <= 67.5 gini = 0.497 samples = 274 value = [126, 148] 1443689->1443767 1443691 Beat <= 822.5 gini = 0.326 samples = 122 value = [25, 97] 1443690->1443691 1443758 Month <= 8.5 gini = 0.444 samples = 12 value = [8, 4] 1443690->1443758 1443692 Year <= 2010.5 gini = 0.15 samples = 49 value = [4, 45] 1443691->1443692 1443701 Beat <= 823.5 gini = 0.41 samples = 73 value = [21, 52] 1443691->1443701 1443693 (...) 1443692->1443693 1443694 (...) 1443692->1443694 1443702 (...) 1443701->1443702 1443719 (...) 1443701->1443719 1443759 Year <= 2015.0 gini = 0.32 samples = 10 value = [8, 2] 1443758->1443759 1443766 gini = 0.0 samples = 2 value = [0, 2] 1443758->1443766 1443760 (...) 1443759->1443760 1443765 (...) 1443759->1443765 1443768 Month <= 9.5 gini = 0.483 samples = 76 value = [45, 31] 1443767->1443768 1443827 Year <= 2015.5 gini = 0.483 samples = 198 value = [81, 117] 1443767->1443827 1443769 Year <= 2015.5 gini = 0.422 samples = 53 value = [37, 16] 1443768->1443769 1443806 Beat <= 730.0 gini = 0.454 samples = 23 value = [8, 15] 1443768->1443806 1443770 (...) 1443769->1443770 1443803 (...) 1443769->1443803 1443807 (...) 1443806->1443807 1443826 (...) 1443806->1443826 1443828 Year <= 2013.5 gini = 0.473 samples = 177 value = [68, 109] 1443827->1443828 1443959 Community Area <= 68.5 gini = 0.472 samples = 21 value = [13, 8] 1443827->1443959 1443829 (...) 1443828->1443829 1443916 (...) 1443828->1443916 1443960 (...) 1443959->1443960 1443963 (...) 1443959->1443963 1443975 Community Area <= 18.5 gini = 0.401 samples = 523 value = [378, 145] 1443974->1443975 1444260 Month <= 6.5 gini = 0.478 samples = 177 value = [107, 70] 1443974->1444260 1443976 Location Description <= 0.5 gini = 0.341 samples = 225 value = [176, 49] 1443975->1443976 1444087 Beat <= 1423.5 gini = 0.437 samples = 298 value = [202, 96] 1443975->1444087 1443977 Month <= 4.5 gini = 0.383 samples = 151 value = [112, 39] 1443976->1443977 1444066 Beat <= 1623.0 gini = 0.234 samples = 74 value = [64, 10] 1443976->1444066 1443978 Year <= 2010.5 gini = 0.489 samples = 40 value = [23, 17] 1443977->1443978 1444013 Beat <= 1727.5 gini = 0.318 samples = 111 value = [89, 22] 1443977->1444013 1443979 (...) 1443978->1443979 1443986 (...) 1443978->1443986 1444014 (...) 1444013->1444014 1444037 (...) 1444013->1444037 1444067 gini = 0.0 samples = 2 value = [0, 2] 1444066->1444067 1444068 Beat <= 2327.5 gini = 0.198 samples = 72 value = [64, 8] 1444066->1444068 1444069 (...) 1444068->1444069 1444076 (...) 1444068->1444076 1444088 Community Area <= 23.5 gini = 0.273 samples = 43 value = [36, 7] 1444087->1444088 1444101 Beat <= 2127.5 gini = 0.454 samples = 255 value = [166, 89] 1444087->1444101 1444089 Beat <= 1413.5 gini = 0.393 samples = 26 value = [19, 7] 1444088->1444089 1444100 gini = 0.0 samples = 17 value = [17, 0] 1444088->1444100 1444090 (...) 1444089->1444090 1444093 (...) 1444089->1444093 1444102 Beat <= 1522.5 gini = 0.498 samples = 105 value = [56, 49] 1444101->1444102 1444175 Month <= 3.5 gini = 0.391 samples = 150 value = [110, 40] 1444101->1444175 1444103 (...) 1444102->1444103 1444124 (...) 1444102->1444124 1444176 (...) 1444175->1444176 1444189 (...) 1444175->1444189 1444261 Location Description <= 0.5 gini = 0.413 samples = 79 value = [56, 23] 1444260->1444261 1444312 Month <= 8.5 gini = 0.499 samples = 98 value = [51, 47] 1444260->1444312 1444262 Ward <= 23.5 gini = 0.47 samples = 53 value = [33, 20] 1444261->1444262 1444301 Community Area <= 24.5 gini = 0.204 samples = 26 value = [23, 3] 1444261->1444301 1444263 gini = 0.0 samples = 8 value = [8, 0] 1444262->1444263 1444264 Community Area <= 50.0 gini = 0.494 samples = 45 value = [25, 20] 1444262->1444264 1444265 (...) 1444264->1444265 1444298 (...) 1444264->1444298 1444302 gini = 0.0 samples = 19 value = [19, 0] 1444301->1444302 1444303 Month <= 2.5 gini = 0.49 samples = 7 value = [4, 3] 1444301->1444303 1444304 (...) 1444303->1444304 1444311 (...) 1444303->1444311 1444313 Community Area <= 6.0 gini = 0.471 samples = 29 value = [11, 18] 1444312->1444313 1444344 Community Area <= 15.0 gini = 0.487 samples = 69 value = [40, 29] 1444312->1444344 1444314 Month <= 7.5 gini = 0.32 samples = 5 value = [4, 1] 1444313->1444314 1444321 Beat <= 1722.5 gini = 0.413 samples = 24 value = [7, 17] 1444313->1444321 1444315 (...) 1444314->1444315 1444320 (...) 1444314->1444320 1444322 (...) 1444321->1444322 1444327 (...) 1444321->1444327 1444345 Beat <= 1922.0 gini = 0.475 samples = 18 value = [7, 11] 1444344->1444345 1444360 Community Area <= 18.5 gini = 0.457 samples = 51 value = [33, 18] 1444344->1444360 1444346 (...) 1444345->1444346 1444359 (...) 1444345->1444359 1444361 (...) 1444360->1444361 1444362 (...) 1444360->1444362 1444410 Type_factor <= 14.5 gini = 0.418 samples = 15388 value = [4569, 10819] 1444409->1444410 1452803 Type_factor <= 18.5 gini = 0.374 samples = 2552 value = [1917, 635] 1444409->1452803 1444411 Type_factor <= 13.5 gini = 0.17 samples = 1647 value = [154, 1493] 1444410->1444411 1444810 Type_factor <= 15.5 gini = 0.436 samples = 13741 value = [4415, 9326] 1444410->1444810 1444412 Community Area <= 14.5 gini = 0.281 samples = 874 value = [148, 726] 1444411->1444412 1444775 Beat <= 527.5 gini = 0.015 samples = 773 value = [6, 767] 1444411->1444775 1444413 Beat <= 1711.5 gini = 0.465 samples = 76 value = [28, 48] 1444412->1444413 1444452 Year <= 2008.5 gini = 0.256 samples = 798 value = [120, 678] 1444412->1444452 1444414 gini = 0.0 samples = 6 value = [6, 0] 1444413->1444414 1444415 Month <= 1.5 gini = 0.431 samples = 70 value = [22, 48] 1444413->1444415 1444416 gini = 0.0 samples = 4 value = [4, 0] 1444415->1444416 1444417 Community Area <= 4.5 gini = 0.397 samples = 66 value = [18, 48] 1444415->1444417 1444418 (...) 1444417->1444418 1444441 (...) 1444417->1444441 1444453 Month <= 10.5 gini = 0.321 samples = 329 value = [66, 263] 1444452->1444453 1444596 Beat <= 1467.0 gini = 0.204 samples = 469 value = [54, 415] 1444452->1444596 1444454 Beat <= 166.0 gini = 0.275 samples = 279 value = [46, 233] 1444453->1444454 1444561 Year <= 2006.5 gini = 0.48 samples = 50 value = [20, 30] 1444453->1444561 1444455 (...) 1444454->1444455 1444456 (...) 1444454->1444456 1444562 (...) 1444561->1444562 1444579 (...) 1444561->1444579 1444597 Beat <= 1422.5 gini = 0.239 samples = 360 value = [50, 310] 1444596->1444597 1444752 Year <= 2015.5 gini = 0.071 samples = 109 value = [4, 105] 1444596->1444752 1444598 (...) 1444597->1444598 1444751 (...) 1444597->1444751 1444753 (...) 1444752->1444753 1444772 (...) 1444752->1444772 1444776 Beat <= 522.5 gini = 0.035 samples = 281 value = [5, 276] 1444775->1444776 1444799 Year <= 2012.5 gini = 0.004 samples = 492 value = [1, 491] 1444775->1444799 1444777 Year <= 2008.5 gini = 0.028 samples = 278 value = [4, 274] 1444776->1444777 1444796 Ward <= 21.5 gini = 0.444 samples = 3 value = [1, 2] 1444776->1444796 1444778 Year <= 2006.5 gini = 0.053 samples = 146 value = [4, 142] 1444777->1444778 1444795 gini = 0.0 samples = 132 value = [0, 132] 1444777->1444795 1444779 (...) 1444778->1444779 1444780 (...) 1444778->1444780 1444797 gini = 0.0 samples = 1 value = [1, 0] 1444796->1444797 1444798 gini = 0.0 samples = 2 value = [0, 2] 1444796->1444798 1444800 gini = 0.0 samples = 437 value = [0, 437] 1444799->1444800 1444801 Month <= 9.5 gini = 0.036 samples = 55 value = [1, 54] 1444799->1444801 1444802 gini = 0.0 samples = 46 value = [0, 46] 1444801->1444802 1444803 Year <= 2013.5 gini = 0.198 samples = 9 value = [1, 8] 1444801->1444803 1444804 (...) 1444803->1444804 1444809 (...) 1444803->1444809 1444811 Community Area <= 76.5 gini = 0.197 samples = 1276 value = [1135, 141] 1444810->1444811 1445196 Type_factor <= 16.5 gini = 0.388 samples = 12465 value = [3280, 9185] 1444810->1445196 1444812 Location Description <= 0.5 gini = 0.191 samples = 1269 value = [1133, 136] 1444811->1444812 1445193 Year <= 2003.5 gini = 0.408 samples = 7 value = [2, 5] 1444811->1445193 1444813 Community Area <= 42.5 gini = 0.151 samples = 911 value = [836, 75] 1444812->1444813 1445052 Beat <= 211.5 gini = 0.283 samples = 358 value = [297, 61] 1444812->1445052 1444814 Year <= 2011.5 gini = 0.218 samples = 345 value = [302, 43] 1444813->1444814 1444931 Beat <= 333.5 gini = 0.107 samples = 566 value = [534, 32] 1444813->1444931 1444815 (...) 1444814->1444815 1444926 (...) 1444814->1444926 1444932 (...) 1444931->1444932 1444939 (...) 1444931->1444939 1445053 gini = 0.0 samples = 1 value = [0, 1] 1445052->1445053 1445054 Year <= 2010.5 gini = 0.28 samples = 357 value = [297, 60] 1445052->1445054 1445055 (...) 1445054->1445055 1445154 (...) 1445054->1445154 1445194 gini = 0.0 samples = 2 value = [2, 0] 1445193->1445194 1445195 gini = 0.0 samples = 5 value = [0, 5] 1445193->1445195 1445197 Community Area <= 29.5 gini = 0.399 samples = 11874 value = [3274, 8600] 1445196->1445197 1452774 Community Area <= 1.5 gini = 0.02 samples = 591 value = [6, 585] 1445196->1452774 1445198 Location Description <= 0.5 gini = 0.443 samples = 4423 value = [1468, 2955] 1445197->1445198 1448217 Year <= 2005.5 gini = 0.367 samples = 7451 value = [1806, 5645] 1445197->1448217 1445199 Year <= 2003.5 gini = 0.416 samples = 2890 value = [854, 2036] 1445198->1445199 1447162 Community Area <= 22.5 gini = 0.48 samples = 1533 value = [614, 919] 1445198->1447162 1445200 (...) 1445199->1445200 1445415 (...) 1445199->1445415 1447163 (...) 1447162->1447163 1447348 (...) 1447162->1447348 1448218 Beat <= 472.5 gini = 0.309 samples = 1137 value = [217, 920] 1448217->1448218 1448967 Location Description <= 0.5 gini = 0.377 samples = 6314 value = [1589, 4725] 1448217->1448967 1448219 (...) 1448218->1448219 1448350 (...) 1448218->1448350 1448968 (...) 1448967->1448968 1451737 (...) 1448967->1451737 1452775 Month <= 10.0 gini = 0.219 samples = 8 value = [1, 7] 1452774->1452775 1452778 Month <= 4.5 gini = 0.017 samples = 583 value = [5, 578] 1452774->1452778 1452776 gini = 0.0 samples = 7 value = [0, 7] 1452775->1452776 1452777 gini = 0.0 samples = 1 value = [1, 0] 1452775->1452777 1452779 Year <= 2006.5 gini = 0.042 samples = 188 value = [4, 184] 1452778->1452779 1452796 Year <= 2010.5 gini = 0.005 samples = 395 value = [1, 394] 1452778->1452796 1452780 (...) 1452779->1452780 1452791 (...) 1452779->1452791 1452797 (...) 1452796->1452797 1452798 (...) 1452796->1452798 1452804 Ward <= 49.5 gini = 0.199 samples = 1190 value = [1057, 133] 1452803->1452804 1453189 Type_factor <= 19.5 gini = 0.465 samples = 1362 value = [860, 502] 1452803->1453189 1452805 Beat <= 117.5 gini = 0.193 samples = 1174 value = [1047, 127] 1452804->1452805 1453176 Year <= 2010.5 gini = 0.469 samples = 16 value = [10, 6] 1452804->1453176 1452806 gini = 0.0 samples = 1 value = [0, 1] 1452805->1452806 1452807 Beat <= 725.5 gini = 0.192 samples = 1173 value = [1047, 126] 1452805->1452807 1452808 Year <= 2012.5 gini = 0.138 samples = 402 value = [372, 30] 1452807->1452808 1452921 Year <= 2012.5 gini = 0.218 samples = 771 value = [675, 96] 1452807->1452921 1452809 Ward <= 27.5 gini = 0.107 samples = 351 value = [331, 20] 1452808->1452809 1452890 Ward <= 8.5 gini = 0.315 samples = 51 value = [41, 10] 1452808->1452890 1452810 (...) 1452809->1452810 1452881 (...) 1452809->1452881 1452891 (...) 1452890->1452891 1452916 (...) 1452890->1452916 1452922 Month <= 10.5 gini = 0.238 samples = 673 value = [580, 93] 1452921->1452922 1453159 Beat <= 2529.5 gini = 0.059 samples = 98 value = [95, 3] 1452921->1453159 1452923 (...) 1452922->1452923 1453146 (...) 1452922->1453146 1453160 (...) 1453159->1453160 1453171 (...) 1453159->1453171 1453177 Month <= 4.5 gini = 0.408 samples = 14 value = [10, 4] 1453176->1453177 1453188 gini = 0.0 samples = 2 value = [0, 2] 1453176->1453188 1453178 gini = 0.0 samples = 4 value = [4, 0] 1453177->1453178 1453179 Month <= 10.5 gini = 0.48 samples = 10 value = [6, 4] 1453177->1453179 1453180 Beat <= 2411.5 gini = 0.49 samples = 7 value = [3, 4] 1453179->1453180 1453187 gini = 0.0 samples = 3 value = [3, 0] 1453179->1453187 1453181 (...) 1453180->1453181 1453182 (...) 1453180->1453182 1453190 Ward <= 46.5 gini = 0.021 samples = 377 value = [4, 373] 1453189->1453190 1453205 District <= 8.5 gini = 0.228 samples = 985 value = [856, 129] 1453189->1453205 1453191 District <= 5.5 gini = 0.011 samples = 352 value = [2, 350] 1453190->1453191 1453200 Community Area <= 4.5 gini = 0.147 samples = 25 value = [2, 23] 1453190->1453200 1453192 Beat <= 2127.5 gini = 0.137 samples = 27 value = [2, 25] 1453191->1453192 1453199 gini = 0.0 samples = 325 value = [0, 325] 1453191->1453199 1453193 District <= 4.5 gini = 0.074 samples = 26 value = [1, 25] 1453192->1453193 1453198 gini = 0.0 samples = 1 value = [1, 0] 1453192->1453198 1453194 (...) 1453193->1453194 1453195 (...) 1453193->1453195 1453201 gini = 0.0 samples = 21 value = [0, 21] 1453200->1453201 1453202 Year <= 2006.5 gini = 0.5 samples = 4 value = [2, 2] 1453200->1453202 1453203 gini = 0.0 samples = 2 value = [0, 2] 1453202->1453203 1453204 gini = 0.0 samples = 2 value = [2, 0] 1453202->1453204 1453206 Ward <= 14.5 gini = 0.169 samples = 462 value = [419, 43] 1453205->1453206 1453341 Beat <= 912.5 gini = 0.275 samples = 523 value = [437, 86] 1453205->1453341 1453207 District <= 5.5 gini = 0.223 samples = 290 value = [253, 37] 1453206->1453207 1453314 Beat <= 311.5 gini = 0.067 samples = 172 value = [166, 6] 1453206->1453314 1453208 Location Description <= 0.5 gini = 0.154 samples = 214 value = [196, 18] 1453207->1453208 1453273 Year <= 2013.5 gini = 0.375 samples = 76 value = [57, 19] 1453207->1453273 1453209 (...) 1453208->1453209 1453246 (...) 1453208->1453246 1453274 (...) 1453273->1453274 1453313 (...) 1453273->1453313 1453315 Location Description <= 0.5 gini = 0.375 samples = 8 value = [6, 2] 1453314->1453315 1453322 Ward <= 20.5 gini = 0.048 samples = 164 value = [160, 4] 1453314->1453322 1453316 (...) 1453315->1453316 1453321 (...) 1453315->1453321 1453323 (...) 1453322->1453323 1453330 (...) 1453322->1453330 1453342 Location Description <= 0.5 gini = 0.48 samples = 5 value = [2, 3] 1453341->1453342 1453347 Year <= 2005.5 gini = 0.269 samples = 518 value = [435, 83] 1453341->1453347 1453343 Month <= 6.5 gini = 0.375 samples = 4 value = [1, 3] 1453342->1453343 1453346 gini = 0.0 samples = 1 value = [1, 0] 1453342->1453346 1453344 (...) 1453343->1453344 1453345 (...) 1453343->1453345 1453348 Ward <= 44.5 gini = 0.38 samples = 94 value = [70, 24] 1453347->1453348 1453397 Beat <= 2533.5 gini = 0.24 samples = 424 value = [365, 59] 1453347->1453397 1453349 (...) 1453348->1453349 1453386 (...) 1453348->1453386 1453398 (...) 1453397->1453398 1453535 (...) 1453397->1453535 1453541 Location Description <= 6.5 gini = 0.318 samples = 94167 value = [18701, 75466] 1453540->1453541 1488142 Type_factor <= 19.5 gini = 0.084 samples = 66643 value = [2927, 63716] 1453540->1488142 1453542 Location Description <= 5.5 gini = 0.373 samples = 58288 value = [14439, 43849] 1453541->1453542 1478037 Type_factor <= 14.5 gini = 0.209 samples = 35879 value = [4262, 31617] 1453541->1478037 1453543 Location Description <= 2.5 gini = 0.326 samples = 49677 value = [10202, 39475] 1453542->1453543 1472696 Year <= 2008.5 gini = 0.5 samples = 8611 value = [4237, 4374] 1453542->1472696 1453544 Type_factor <= 12.5 gini = 0.444 samples = 13854 value = [4606, 9248] 1453543->1453544 1459955 Type_factor <= 14.5 gini = 0.264 samples = 35823 value = [5596, 30227] 1453543->1459955 1453545 Year <= 2008.5 gini = 0.493 samples = 5517 value = [3077, 2440] 1453544->1453545 1457086 Type_factor <= 14.5 gini = 0.3 samples = 8337 value = [1529, 6808] 1453544->1457086 1453546 Beat <= 117.5 gini = 0.456 samples = 2956 value = [1915, 1041] 1453545->1453546 1455365 Ward <= 40.5 gini = 0.496 samples = 2561 value = [1162, 1399] 1453545->1455365 1453547 Month <= 6.5 gini = 0.149 samples = 235 value = [216, 19] 1453546->1453547 1453626 Ward <= 2.5 gini = 0.469 samples = 2721 value = [1699, 1022] 1453546->1453626 1453548 (...) 1453547->1453548 1453597 (...) 1453547->1453597 1453627 (...) 1453626->1453627 1453820 (...) 1453626->1453820 1455366 Beat <= 1032.5 gini = 0.48 samples = 1913 value = [764, 1149] 1455365->1455366 1456589 Year <= 2010.5 gini = 0.474 samples = 648 value = [398, 250] 1455365->1456589 1455367 (...) 1455366->1455367 1456098 (...) 1455366->1456098 1456590 (...) 1456589->1456590 1456727 (...) 1456589->1456727 1457087 Type_factor <= 13.5 gini = 0.147 samples = 3115 value = [248, 2867] 1457086->1457087 1457690 Type_factor <= 15.5 gini = 0.37 samples = 5222 value = [1281, 3941] 1457086->1457690 1457088 Ward <= 38.5 gini = 0.286 samples = 1321 value = [228, 1093] 1457087->1457088 1457605 District <= 6.5 gini = 0.022 samples = 1794 value = [20, 1774] 1457087->1457605 1457089 (...) 1457088->1457089 1457508 (...) 1457088->1457508 1457606 (...) 1457605->1457606 1457651 (...) 1457605->1457651 1457691 Beat <= 817.0 gini = 0.239 samples = 389 value = [335, 54] 1457690->1457691 1457816 Ward <= 22.5 gini = 0.315 samples = 4833 value = [946, 3887] 1457690->1457816 1457692 (...) 1457691->1457692 1457733 (...) 1457691->1457733 1457817 (...) 1457816->1457817 1459072 (...) 1457816->1459072 1459956 Location Description <= 3.5 gini = 0.211 samples = 19815 value = [2376, 17439] 1459955->1459956 1466237 Type_factor <= 15.5 gini = 0.321 samples = 16008 value = [3220, 12788] 1459955->1466237 1459957 Ward <= 37.5 gini = 0.189 samples = 18502 value = [1950, 16552] 1459956->1459957 1465746 Location Description <= 4.5 gini = 0.438 samples = 1313 value = [426, 887] 1459956->1465746 1459958 Type_factor <= 12.5 gini = 0.164 samples = 16170 value = [1457, 14713] 1459957->1459958 1464771 Year <= 2007.5 gini = 0.333 samples = 2332 value = [493, 1839] 1459957->1464771 1459959 (...) 1459958->1459959 1463800 (...) 1459958->1463800 1464772 (...) 1464771->1464772 1465123 (...) 1464771->1465123 1465747 Type_factor <= 12.5 gini = 0.471 samples = 497 value = [308, 189] 1465746->1465747 1465980 Community Area <= 22.5 gini = 0.247 samples = 816 value = [118, 698] 1465746->1465980 1465748 (...) 1465747->1465748 1465963 (...) 1465747->1465963 1465981 (...) 1465980->1465981 1466064 (...) 1465980->1466064 1466238 Community Area <= 10.5 gini = 0.173 samples = 1522 value = [1376, 146] 1466237->1466238 1466691 Year <= 2015.5 gini = 0.222 samples = 14486 value = [1844, 12642] 1466237->1466691 1466239 Beat <= 1611.5 gini = 0.264 samples = 160 value = [135, 25] 1466238->1466239 1466298 Location Description <= 3.5 gini = 0.162 samples = 1362 value = [1241, 121] 1466238->1466298 1466240 (...) 1466239->1466240 1466255 (...) 1466239->1466255 1466299 (...) 1466298->1466299 1466658 (...) 1466298->1466658 1466692 Community Area <= 26.5 gini = 0.206 samples = 13631 value = [1587, 12044] 1466691->1466692 1472049 Beat <= 1173.0 gini = 0.42 samples = 855 value = [257, 598] 1466691->1472049 1466693 (...) 1466692->1466693 1468306 (...) 1466692->1468306 1472050 (...) 1472049->1472050 1472485 (...) 1472049->1472485 1472697 Beat <= 1821.5 gini = 0.496 samples = 4902 value = [2657, 2245] 1472696->1472697 1475726 Community Area <= 27.5 gini = 0.489 samples = 3709 value = [1580, 2129] 1472696->1475726 1472698 Beat <= 1021.5 gini = 0.499 samples = 3844 value = [1996, 1848] 1472697->1472698 1475059 Ward <= 2.5 gini = 0.469 samples = 1058 value = [661, 397] 1472697->1475059 1472699 Type_factor <= 12.5 gini = 0.492 samples = 2375 value = [1338, 1037] 1472698->1472699 1474144 Beat <= 1222.5 gini = 0.495 samples = 1469 value = [658, 811] 1472698->1474144 1472700 Year <= 2004.5 gini = 0.47 samples = 960 value = [598, 362] 1472699->1472700 1473267 Type_factor <= 14.5 gini = 0.499 samples = 1415 value = [740, 675] 1472699->1473267 1472701 (...) 1472700->1472701 1472890 (...) 1472700->1472890 1473268 (...) 1473267->1473268 1473287 (...) 1473267->1473287 1474145 Type_factor <= 12.5 gini = 0.448 samples = 600 value = [203, 397] 1474144->1474145 1474498 Beat <= 1633.5 gini = 0.499 samples = 869 value = [455, 414] 1474144->1474498 1474146 (...) 1474145->1474146 1474309 (...) 1474145->1474309 1474499 (...) 1474498->1474499 1474850 (...) 1474498->1474850 1475060 Year <= 2004.5 gini = 0.456 samples = 54 value = [19, 35] 1475059->1475060 1475097 District <= 19.5 gini = 0.461 samples = 1004 value = [642, 362] 1475059->1475097 1475061 Type_factor <= 14.0 gini = 0.488 samples = 19 value = [11, 8] 1475060->1475061 1475076 Month <= 9.5 gini = 0.353 samples = 35 value = [8, 27] 1475060->1475076 1475062 (...) 1475061->1475062 1475065 (...) 1475061->1475065 1475077 (...) 1475076->1475077 1475088 (...) 1475076->1475088 1475098 Type_factor <= 12.5 gini = 0.362 samples = 177 value = [135, 42] 1475097->1475098 1475179 Year <= 2003.5 gini = 0.474 samples = 827 value = [507, 320] 1475097->1475179 1475099 (...) 1475098->1475099 1475118 (...) 1475098->1475118 1475180 (...) 1475179->1475180 1475279 (...) 1475179->1475279 1475727 Year <= 2009.5 gini = 0.498 samples = 1017 value = [538, 479] 1475726->1475727 1476364 Type_factor <= 14.5 gini = 0.474 samples = 2692 value = [1042, 1650] 1475726->1476364 1475728 Month <= 6.5 gini = 0.49 samples = 319 value = [137, 182] 1475727->1475728 1475859 Beat <= 1471.0 gini = 0.489 samples = 698 value = [401, 297] 1475727->1475859 1475729 Community Area <= 26.5 gini = 0.498 samples = 190 value = [101, 89] 1475728->1475729 1475820 Beat <= 1134.5 gini = 0.402 samples = 129 value = [36, 93] 1475728->1475820 1475730 (...) 1475729->1475730 1475799 (...) 1475729->1475799 1475821 (...) 1475820->1475821 1475828 (...) 1475820->1475828 1475860 Year <= 2011.5 gini = 0.448 samples = 168 value = [111, 57] 1475859->1475860 1475981 Ward <= 44.5 gini = 0.496 samples = 530 value = [290, 240] 1475859->1475981 1475861 (...) 1475860->1475861 1475908 (...) 1475860->1475908 1475982 (...) 1475981->1475982 1476317 (...) 1475981->1476317 1476365 Type_factor <= 12.5 gini = 0.452 samples = 1792 value = [617, 1175] 1476364->1476365 1477452 Year <= 2012.5 gini = 0.498 samples = 900 value = [425, 475] 1476364->1477452 1476366 District <= 5.5 gini = 0.458 samples = 1723 value = [611, 1112] 1476365->1476366 1477433 Community Area <= 61.5 gini = 0.159 samples = 69 value = [6, 63] 1476365->1477433 1476367 (...) 1476366->1476367 1476742 (...) 1476366->1476742 1477434 (...) 1477433->1477434 1477451 (...) 1477433->1477451 1477453 Type_factor <= 15.5 gini = 0.499 samples = 658 value = [345, 313] 1477452->1477453 1477876 Month <= 5.5 gini = 0.443 samples = 242 value = [80, 162] 1477452->1477876 1477454 (...) 1477453->1477454 1477455 (...) 1477453->1477455 1477877 (...) 1477876->1477877 1477960 (...) 1477876->1477960 1478038 Type_factor <= 13.5 gini = 0.136 samples = 20483 value = [1507, 18976] 1478037->1478038 1482327 Type_factor <= 15.5 gini = 0.294 samples = 15396 value = [2755, 12641] 1478037->1482327 1478039 Ward <= 38.5 gini = 0.206 samples = 12462 value = [1450, 11012] 1478038->1478039 1482122 District <= 6.5 gini = 0.014 samples = 8021 value = [57, 7964] 1478038->1482122 1478040 Year <= 2003.5 gini = 0.18 samples = 10871 value = [1089, 9782] 1478039->1478040 1481453 Year <= 2010.5 gini = 0.351 samples = 1591 value = [361, 1230] 1478039->1481453 1478041 Type_factor <= 12.5 gini = 0.432 samples = 323 value = [102, 221] 1478040->1478041 1478254 Location Description <= 7.5 gini = 0.17 samples = 10548 value = [987, 9561] 1478040->1478254 1478042 Beat <= 2511.5 gini = 0.471 samples = 256 value = [97, 159] 1478041->1478042 1478235 Community Area <= 71.5 gini = 0.138 samples = 67 value = [5, 62] 1478041->1478235 1478043 (...) 1478042->1478043 1478224 (...) 1478042->1478224 1478236 (...) 1478235->1478236 1478253 (...) 1478235->1478253 1478255 Type_factor <= 12.5 gini = 0.323 samples = 366 value = [74, 292] 1478254->1478255 1478390 Community Area <= 18.5 gini = 0.163 samples = 10182 value = [913, 9269] 1478254->1478390 1478256 (...) 1478255->1478256 1478359 (...) 1478255->1478359 1478391 (...) 1478390->1478391 1478534 (...) 1478390->1478534 1481454 Year <= 2007.5 gini = 0.419 samples = 1032 value = [308, 724] 1481453->1481454 1481907 Type_factor <= 12.5 gini = 0.172 samples = 559 value = [53, 506] 1481453->1481907 1481455 Location Description <= 7.5 gini = 0.238 samples = 450 value = [62, 388] 1481454->1481455 1481628 Year <= 2008.5 gini = 0.488 samples = 582 value = [246, 336] 1481454->1481628 1481456 (...) 1481455->1481456 1481467 (...) 1481455->1481467 1481629 (...) 1481628->1481629 1481712 (...) 1481628->1481712 1481908 Location Description <= 7.5 gini = 0.212 samples = 389 value = [47, 342] 1481907->1481908 1482085 Month <= 10.5 gini = 0.068 samples = 170 value = [6, 164] 1481907->1482085 1481909 (...) 1481908->1481909 1481916 (...) 1481908->1481916 1482086 (...) 1482085->1482086 1482111 (...) 1482085->1482111 1482123 Beat <= 472.5 gini = 0.037 samples = 1761 value = [33, 1728] 1482122->1482123 1482242 Ward <= 2.5 gini = 0.008 samples = 6260 value = [24, 6236] 1482122->1482242 1482124 Community Area <= 68.5 gini = 0.01 samples = 993 value = [5, 988] 1482123->1482124 1482165 Month <= 6.5 gini = 0.07 samples = 768 value = [28, 740] 1482123->1482165 1482125 Year <= 2012.5 gini = 0.006 samples = 931 value = [3, 928] 1482124->1482125 1482158 Month <= 5.5 gini = 0.062 samples = 62 value = [2, 60] 1482124->1482158 1482126 (...) 1482125->1482126 1482149 (...) 1482125->1482149 1482159 (...) 1482158->1482159 1482164 (...) 1482158->1482164 1482166 Year <= 2008.5 gini = 0.14 samples = 290 value = [22, 268] 1482165->1482166 1482211 Beat <= 2131.5 gini = 0.025 samples = 478 value = [6, 472] 1482165->1482211 1482167 (...) 1482166->1482167 1482210 (...) 1482166->1482210 1482212 (...) 1482211->1482212 1482239 (...) 1482211->1482239 1482243 Month <= 5.5 gini = 0.055 samples = 178 value = [5, 173] 1482242->1482243 1482258 Community Area <= 1.5 gini = 0.006 samples = 6082 value = [19, 6063] 1482242->1482258 1482244 Beat <= 1281.0 gini = 0.214 samples = 41 value = [5, 36] 1482243->1482244 1482257 gini = 0.0 samples = 137 value = [0, 137] 1482243->1482257 1482245 (...) 1482244->1482245 1482246 (...) 1482244->1482246 1482259 Ward <= 44.5 gini = 0.073 samples = 53 value = [2, 51] 1482258->1482259 1482266 Month <= 7.5 gini = 0.006 samples = 6029 value = [17, 6012] 1482258->1482266 1482260 (...) 1482259->1482260 1482265 (...) 1482259->1482265 1482267 (...) 1482266->1482267 1482292 (...) 1482266->1482292 1482328 Year <= 2006.5 gini = 0.21 samples = 1118 value = [985, 133] 1482327->1482328 1482701 Community Area <= 5.5 gini = 0.217 samples = 14278 value = [1770, 12508] 1482327->1482701 1482329 Beat <= 913.5 gini = 0.277 samples = 349 value = [291, 58] 1482328->1482329 1482482 Location Description <= 8.5 gini = 0.176 samples = 769 value = [694, 75] 1482328->1482482 1482330 Beat <= 627.5 gini = 0.193 samples = 129 value = [115, 14] 1482329->1482330 1482375 Beat <= 1412.5 gini = 0.32 samples = 220 value = [176, 44] 1482329->1482375 1482331 Beat <= 613.5 gini = 0.267 samples = 82 value = [69, 13] 1482330->1482331 1482370 Year <= 2002.5 gini = 0.042 samples = 47 value = [46, 1] 1482330->1482370 1482332 (...) 1482331->1482332 1482365 (...) 1482331->1482365 1482371 (...) 1482370->1482371 1482374 (...) 1482370->1482374 1482376 Year <= 2003.5 gini = 0.412 samples = 69 value = [49, 20] 1482375->1482376 1482413 Community Area <= 21.5 gini = 0.267 samples = 151 value = [127, 24] 1482375->1482413 1482377 (...) 1482376->1482377 1482380 (...) 1482376->1482380 1482414 (...) 1482413->1482414 1482457 (...) 1482413->1482457 1482483 Community Area <= 14.0 gini = 0.281 samples = 154 value = [128, 26] 1482482->1482483 1482540 Beat <= 116.0 gini = 0.147 samples = 615 value = [566, 49] 1482482->1482540 1482484 Community Area <= 5.5 gini = 0.469 samples = 24 value = [15, 9] 1482483->1482484 1482493 Month <= 9.5 gini = 0.227 samples = 130 value = [113, 17] 1482483->1482493 1482485 (...) 1482484->1482485 1482488 (...) 1482484->1482488 1482494 (...) 1482493->1482494 1482539 (...) 1482493->1482539 1482541 gini = 0.0 samples = 1 value = [0, 1] 1482540->1482541 1482542 Ward <= 8.5 gini = 0.144 samples = 614 value = [566, 48] 1482540->1482542 1482543 (...) 1482542->1482543 1482556 (...) 1482542->1482556 1482702 Year <= 2007.5 gini = 0.391 samples = 585 value = [156, 429] 1482701->1482702 1483045 Year <= 2014.5 gini = 0.208 samples = 13693 value = [1614, 12079] 1482701->1483045 1482703 Year <= 2004.5 gini = 0.177 samples = 194 value = [19, 175] 1482702->1482703 1482786 Year <= 2015.5 gini = 0.455 samples = 391 value = [137, 254] 1482702->1482786 1482704 Month <= 3.5 gini = 0.284 samples = 70 value = [12, 58] 1482703->1482704 1482747 Beat <= 2412.5 gini = 0.107 samples = 124 value = [7, 117] 1482703->1482747 1482705 (...) 1482704->1482705 1482716 (...) 1482704->1482716 1482748 (...) 1482747->1482748 1482749 (...) 1482747->1482749 1482787 Ward <= 49.5 gini = 0.44 samples = 367 value = [120, 247] 1482786->1482787 1483034 Month <= 10.5 gini = 0.413 samples = 24 value = [17, 7] 1482786->1483034 1482788 (...) 1482787->1482788 1482977 (...) 1482787->1482977 1483035 (...) 1483034->1483035 1483044 (...) 1483034->1483044 1483046 Location Description <= 7.5 gini = 0.197 samples = 12349 value = [1365, 10984] 1483045->1483046 1487353 Community Area <= 25.5 gini = 0.302 samples = 1344 value = [249, 1095] 1483045->1487353 1483047 Community Area <= 29.5 gini = 0.117 samples = 1182 value = [74, 1108] 1483046->1483047 1483298 Location Description <= 8.5 gini = 0.204 samples = 11167 value = [1291, 9876] 1483046->1483298 1483048 (...) 1483047->1483048 1483153 (...) 1483047->1483153 1483299 (...) 1483298->1483299 1484568 (...) 1483298->1484568 1487354 Month <= 8.5 gini = 0.391 samples = 281 value = [75, 206] 1487353->1487354 1487551 Location Description <= 8.5 gini = 0.274 samples = 1063 value = [174, 889] 1487353->1487551 1487355 (...) 1487354->1487355 1487470 (...) 1487354->1487470 1487552 (...) 1487551->1487552 1487785 (...) 1487551->1487785 1488143 Type_factor <= 17.5 gini = 0.052 samples = 65219 value = [1743, 63476] 1488142->1488143 1490616 Community Area <= 66.5 gini = 0.28 samples = 1424 value = [1184, 240] 1488142->1490616 1488144 Year <= 2005.5 gini = 0.011 samples = 53251 value = [283, 52968] 1488143->1488144 1489311 Type_factor <= 18.5 gini = 0.214 samples = 11968 value = [1460, 10508] 1488143->1489311 1488145 Beat <= 2534.5 gini = 0.001 samples = 15523 value = [5, 15518] 1488144->1488145 1488190 Year <= 2008.5 gini = 0.015 samples = 37728 value = [278, 37450] 1488144->1488190 1488146 Community Area <= 67.5 gini = 0.0 samples = 14913 value = [3, 14910] 1488145->1488146 1488181 Community Area <= 21.0 gini = 0.007 samples = 610 value = [2, 608] 1488145->1488181 1488147 Year <= 2004.5 gini = 0.0 samples = 14214 value = [1, 14213] 1488146->1488147 1488158 Beat <= 316.5 gini = 0.006 samples = 699 value = [2, 697] 1488146->1488158 1488148 gini = 0.0 samples = 10484 value = [0, 10484] 1488147->1488148 1488149 Beat <= 1011.5 gini = 0.001 samples = 3730 value = [1, 3729] 1488147->1488149 1488150 (...) 1488149->1488150 1488157 (...) 1488149->1488157 1488159 Month <= 6.5 gini = 0.038 samples = 51 value = [1, 50] 1488158->1488159 1488166 Community Area <= 68.5 gini = 0.003 samples = 648 value = [1, 647] 1488158->1488166 1488160 (...) 1488159->1488160 1488161 (...) 1488159->1488161 1488167 (...) 1488166->1488167 1488180 (...) 1488166->1488180 1488182 Year <= 2004.5 gini = 0.018 samples = 225 value = [2, 223] 1488181->1488182 1488189 gini = 0.0 samples = 385 value = [0, 385] 1488181->1488189 1488183 gini = 0.0 samples = 146 value = [0, 146] 1488182->1488183 1488184 Month <= 8.5 gini = 0.049 samples = 79 value = [2, 77] 1488182->1488184 1488185 (...) 1488184->1488185 1488186 (...) 1488184->1488186 1488191 District <= 5.5 gini = 0.021 samples = 22151 value = [232, 21919] 1488190->1488191 1489036 Location Description <= 2.5 gini = 0.006 samples = 15577 value = [46, 15531] 1488190->1489036 1488192 District <= 4.5 gini = 0.05 samples = 2987 value = [76, 2911] 1488191->1488192 1488403 Month <= 3.5 gini = 0.016 samples = 19164 value = [156, 19008] 1488191->1488403 1488193 Beat <= 2118.5 gini = 0.025 samples = 2494 value = [32, 2462] 1488192->1488193 1488308 Location Description <= 8.5 gini = 0.163 samples = 493 value = [44, 449] 1488192->1488308 1488194 (...) 1488193->1488194 1488305 (...) 1488193->1488305 1488309 (...) 1488308->1488309 1488374 (...) 1488308->1488374 1488404 Community Area <= 1.5 gini = 0.004 samples = 5077 value = [10, 5067] 1488403->1488404 1488491 Location Description <= 2.5 gini = 0.021 samples = 14087 value = [146, 13941] 1488403->1488491 1488405 (...) 1488404->1488405 1488416 (...) 1488404->1488416 1488492 (...) 1488491->1488492 1488539 (...) 1488491->1488539 1489037 Year <= 2013.5 gini = 0.025 samples = 1271 value = [16, 1255] 1489036->1489037 1489100 Community Area <= 74.0 gini = 0.004 samples = 14306 value = [30, 14276] 1489036->1489100 1489038 Community Area <= 67.5 gini = 0.013 samples = 1048 value = [7, 1041] 1489037->1489038 1489087 Month <= 3.5 gini = 0.077 samples = 223 value = [9, 214] 1489037->1489087 1489039 (...) 1489038->1489039 1489082 (...) 1489038->1489082 1489088 (...) 1489087->1489088 1489099 (...) 1489087->1489099 1489101 Ward <= 3.5 gini = 0.004 samples = 14295 value = [29, 14266] 1489100->1489101 1489306 Ward <= 26.5 gini = 0.165 samples = 11 value = [1, 10] 1489100->1489306 1489102 (...) 1489101->1489102 1489151 (...) 1489101->1489151 1489307 (...) 1489306->1489307 1489310 (...) 1489306->1489310 1489312 Beat <= 812.5 gini = 0.34 samples = 1719 value = [1345, 374] 1489311->1489312 1490087 District <= 5.5 gini = 0.022 samples = 10249 value = [115, 10134] 1489311->1490087 1489313 Month <= 2.5 gini = 0.232 samples = 628 value = [544, 84] 1489312->1489313 1489544 Location Description <= 3.5 gini = 0.39 samples = 1091 value = [801, 290] 1489312->1489544 1489314 Beat <= 623.5 gini = 0.389 samples = 87 value = [64, 23] 1489313->1489314 1489351 Location Description <= 6.5 gini = 0.2 samples = 541 value = [480, 61] 1489313->1489351 1489315 Ward <= 4.5 gini = 0.352 samples = 79 value = [61, 18] 1489314->1489315 1489348 Ward <= 16.5 gini = 0.469 samples = 8 value = [3, 5] 1489314->1489348 1489316 (...) 1489315->1489316 1489329 (...) 1489315->1489329 1489349 (...) 1489348->1489349 1489350 (...) 1489348->1489350 1489352 Year <= 2004.5 gini = 0.168 samples = 432 value = [392, 40] 1489351->1489352 1489495 Month <= 7.5 gini = 0.311 samples = 109 value = [88, 21] 1489351->1489495 1489353 (...) 1489352->1489353 1489398 (...) 1489352->1489398 1489496 (...) 1489495->1489496 1489525 (...) 1489495->1489525 1489545 Beat <= 1633.5 gini = 0.348 samples = 710 value = [551, 159] 1489544->1489545 1489898 Location Description <= 6.5 gini = 0.451 samples = 381 value = [250, 131] 1489544->1489898 1489546 Beat <= 1032.5 gini = 0.389 samples = 401 value = [295, 106] 1489545->1489546 1489779 Beat <= 2514.5 gini = 0.284 samples = 309 value = [256, 53] 1489545->1489779 1489547 (...) 1489546->1489547 1489620 (...) 1489546->1489620 1489780 (...) 1489779->1489780 1489869 (...) 1489779->1489869 1489899 Beat <= 2528.5 gini = 0.491 samples = 192 value = [109, 83] 1489898->1489899 1490002 Month <= 4.5 gini = 0.379 samples = 189 value = [141, 48] 1489898->1490002 1489900 (...) 1489899->1489900 1490001 (...) 1489899->1490001 1490003 (...) 1490002->1490003 1490026 (...) 1490002->1490026 1490088 Month <= 3.5 gini = 0.05 samples = 1316 value = [34, 1282] 1490087->1490088 1490239 Year <= 2005.5 gini = 0.018 samples = 8933 value = [81, 8852] 1490087->1490239 1490089 Year <= 2013.5 gini = 0.013 samples = 317 value = [2, 315] 1490088->1490089 1490106 Month <= 5.5 gini = 0.062 samples = 999 value = [32, 967] 1490088->1490106 1490090 Ward <= 15.0 gini = 0.007 samples = 301 value = [1, 300] 1490089->1490090 1490101 Month <= 1.5 gini = 0.117 samples = 16 value = [1, 15] 1490089->1490101 1490091 (...) 1490090->1490091 1490092 (...) 1490090->1490092 1490102 (...) 1490101->1490102 1490105 (...) 1490101->1490105 1490107 Location Description <= 5.0 gini = 0.112 samples = 252 value = [15, 237] 1490106->1490107 1490156 Year <= 2011.5 gini = 0.044 samples = 747 value = [17, 730] 1490106->1490156 1490108 (...) 1490107->1490108 1490125 (...) 1490107->1490125 1490157 (...) 1490156->1490157 1490220 (...) 1490156->1490220 1490240 Year <= 2004.5 gini = 0.003 samples = 2477 value = [4, 2473] 1490239->1490240 1490273 Year <= 2012.5 gini = 0.024 samples = 6456 value = [77, 6379] 1490239->1490273 1490241 Month <= 1.5 gini = 0.001 samples = 1873 value = [1, 1872] 1490240->1490241 1490252 Beat <= 1222.5 gini = 0.01 samples = 604 value = [3, 601] 1490240->1490252 1490242 (...) 1490241->1490242 1490251 (...) 1490241->1490251 1490253 (...) 1490252->1490253 1490272 (...) 1490252->1490272 1490274 Year <= 2006.5 gini = 0.02 samples = 5633 value = [58, 5575] 1490273->1490274 1490525 Ward <= 4.5 gini = 0.045 samples = 823 value = [19, 804] 1490273->1490525 1490275 (...) 1490274->1490275 1490356 (...) 1490274->1490356 1490526 (...) 1490525->1490526 1490541 (...) 1490525->1490541 1490617 Beat <= 131.5 gini = 0.303 samples = 1198 value = [975, 223] 1490616->1490617 1491148 Month <= 1.5 gini = 0.139 samples = 226 value = [209, 17] 1490616->1491148 1490618 Location Description <= 2.5 gini = 0.425 samples = 75 value = [52, 23] 1490617->1490618 1490657 Location Description <= 2.5 gini = 0.293 samples = 1123 value = [923, 200] 1490617->1490657 1490619 Month <= 3.5 gini = 0.495 samples = 49 value = [27, 22] 1490618->1490619 1490652 Month <= 11.5 gini = 0.074 samples = 26 value = [25, 1] 1490618->1490652 1490620 Year <= 2007.5 gini = 0.198 samples = 9 value = [1, 8] 1490619->1490620 1490625 Beat <= 113.5 gini = 0.455 samples = 40 value = [26, 14] 1490619->1490625 1490621 Beat <= 112.0 gini = 0.5 samples = 2 value = [1, 1] 1490620->1490621 1490624 gini = 0.0 samples = 7 value = [0, 7] 1490620->1490624 1490622 (...) 1490621->1490622 1490623 (...) 1490621->1490623 1490626 Month <= 5.5 gini = 0.198 samples = 18 value = [16, 2] 1490625->1490626 1490631 Month <= 11.5 gini = 0.496 samples = 22 value = [10, 12] 1490625->1490631 1490627 (...) 1490626->1490627 1490630 (...) 1490626->1490630 1490632 (...) 1490631->1490632 1490651 (...) 1490631->1490651 1490653 gini = 0.0 samples = 22 value = [22, 0] 1490652->1490653 1490654 Location Description <= 3.5 gini = 0.375 samples = 4 value = [3, 1] 1490652->1490654 1490655 gini = 0.0 samples = 3 value = [3, 0] 1490654->1490655 1490656 gini = 0.0 samples = 1 value = [0, 1] 1490654->1490656 1490658 Beat <= 2534.5 gini = 0.223 samples = 321 value = [280, 41] 1490657->1490658 1490789 Ward <= 29.5 gini = 0.318 samples = 802 value = [643, 159] 1490657->1490789 1490659 Beat <= 433.5 gini = 0.219 samples = 320 value = [280, 40] 1490658->1490659 1490788 gini = 0.0 samples = 1 value = [0, 1] 1490658->1490788 1490660 Ward <= 3.5 gini = 0.094 samples = 61 value = [58, 3] 1490659->1490660 1490675 Beat <= 518.0 gini = 0.245 samples = 259 value = [222, 37] 1490659->1490675 1490661 (...) 1490660->1490661 1490674 (...) 1490660->1490674 1490676 (...) 1490675->1490676 1490685 (...) 1490675->1490685 1490790 Month <= 1.5 gini = 0.291 samples = 531 value = [437, 94] 1490789->1490790 1491009 Location Description <= 4.5 gini = 0.365 samples = 271 value = [206, 65] 1490789->1491009 1490791 Community Area <= 65.5 gini = 0.105 samples = 36 value = [34, 2] 1490790->1490791 1490802 Month <= 2.5 gini = 0.303 samples = 495 value = [403, 92] 1490790->1490802 1490792 (...) 1490791->1490792 1490799 (...) 1490791->1490799 1490803 (...) 1490802->1490803 1490820 (...) 1490802->1490820 1491010 District <= 19.5 gini = 0.31 samples = 177 value = [143, 34] 1491009->1491010 1491089 Beat <= 523.5 gini = 0.442 samples = 94 value = [63, 31] 1491009->1491089 1491011 (...) 1491010->1491011 1491080 (...) 1491010->1491080 1491090 (...) 1491089->1491090 1491091 (...) 1491089->1491091 1491149 Location Description <= 5.0 gini = 0.32 samples = 20 value = [16, 4] 1491148->1491149 1491156 Beat <= 784.5 gini = 0.118 samples = 206 value = [193, 13] 1491148->1491156 1491150 Community Area <= 67.5 gini = 0.198 samples = 18 value = [16, 2] 1491149->1491150 1491155 gini = 0.0 samples = 2 value = [0, 2] 1491149->1491155 1491151 Year <= 2011.0 gini = 0.444 samples = 3 value = [1, 2] 1491150->1491151 1491154 gini = 0.0 samples = 15 value = [15, 0] 1491150->1491154 1491152 gini = 0.0 samples = 2 value = [0, 2] 1491151->1491152 1491153 gini = 0.0 samples = 1 value = [1, 0] 1491151->1491153 1491157 Beat <= 623.5 gini = 0.049 samples = 120 value = [117, 3] 1491156->1491157 1491174 Month <= 4.5 gini = 0.206 samples = 86 value = [76, 10] 1491156->1491174 1491158 gini = 0.0 samples = 59 value = [59, 0] 1491157->1491158 1491159 Location Description <= 4.0 gini = 0.094 samples = 61 value = [58, 3] 1491157->1491159 1491160 Beat <= 732.5 gini = 0.045 samples = 43 value = [42, 1] 1491159->1491160 1491167 Year <= 2014.5 gini = 0.198 samples = 18 value = [16, 2] 1491159->1491167 1491161 (...) 1491160->1491161 1491162 (...) 1491160->1491162 1491168 (...) 1491167->1491168 1491173 (...) 1491167->1491173 1491175 gini = 0.0 samples = 24 value = [24, 0] 1491174->1491175 1491176 Beat <= 2022.5 gini = 0.271 samples = 62 value = [52, 10] 1491174->1491176 1491177 Ward <= 44.5 gini = 0.366 samples = 29 value = [22, 7] 1491176->1491177 1491194 Beat <= 2221.5 gini = 0.165 samples = 33 value = [30, 3] 1491176->1491194 1491178 (...) 1491177->1491178 1491193 (...) 1491177->1491193 1491195 (...) 1491194->1491195 1491196 (...) 1491194->1491196